Gilles Clermont

Aldewereld, Z., Horvat, C., Carcillo, J.A., & Clermont, G. (2024). EMERGENCE OF A TECHNOLOGY-DEPENDENT PHENOTYPE OF PEDIATRIC SEPSIS IN A LARGE CHILDREN'S HOSPITAL. Shock, 61(1), 76-82.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/SHK.0000000000002264.

Pinsky, M.R., Bedoya, A., Bihorac, A., Celi, L., Churpek, M., Economou-Zavlanos, N.J., Elbers, P., Saria, S., Liu, V., Lyons, P.G., Shickel, B., Toral, P., Tscholl, D., & Clermont, G. (2024). Use of artificial intelligence in critical care: opportunities and obstacles. Crit Care, 28(1), 113.Springer Science and Business Media LLC. doi: 10.1186/s13054-024-04860-z.

Qiu, J., Zimmet, A.N., Bell, T.D., Gadrey, S., Brandberg, J., Maldonado, S., Zimmet, A.M., Ratcliffe, S., Chernyavskiy, P., Moorman, J.R., Clermont, G., Henry, T.R., Nguyen, N.R., & Moore, C.C. (2024). Pathophysiological Responses to Bloodstream Infection in Critically Ill Transplant Recipients Compared With Non-Transplant Recipients. Clin Infect Dis, 78(4), 1011-1021.Oxford University Press (OUP). doi: 10.1093/cid/ciad662.

Soliman, M.M., Marshall, C., Kimball, J.P., Choudhary, T., Clermont, G., Pinsky, M.R., Buchman, T.G., Coopersmith, C.M., Inan, O.T., & Kamaleswaran, R. (2024). Parsimonious Waveform-derived Features consisting of Pulse Arrival Time and Heart Rate Variability Predicts the Onset of Septic Shock. Biomed Signal Process Control, 92, 105974.Elsevier BV. doi: 10.1016/j.bspc.2024.105974.

Yoon, J.H., Kim, J., Lagattuta, T., Pinsky, M.R., Hravnak, M., & Clermont, G. (2024). Early Physiologic Numerical and Waveform Characteristics of Simulated Hemorrhagic Events With Healthy Volunteers Donating Blood. Crit Care Explor, 6(4), e1073.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCE.0000000000001073.

Al-Zaiti, S., Martin-Gill, C., Zégre-Hemsey, J., Bouzid, Z., Faramand, Z., Alrawashdeh, M., Gregg, R., Helman, S., Riek, N., Kraevsky-Phillips, K., Clermont, G., Akcakaya, M., Sereika, S., Van Dam, P., Smith, S., Birnbaum, Y., Saba, S., Sejdic, E., & Callaway, C. (2023). Machine Learning for the ECG Diagnosis and Risk Stratification of Occlusion Myocardial Infarction at First Medical Contact. Res Sq.Research Square Platform LLC. doi: 10.21203/rs.3.rs-2510930/v1.

Al-Zaiti, S.S., Martin-Gill, C., Zegre-Hemsey, J.K., Bouzid, Z., Faramand, Z., Alrawashdeh, M.O., Gregg, R.E., Helman, S., Riek, N.T., Kraevsky-Phillips, K., Clermont, G., Akcakaya, M., Sereika, S.M., Van Dam, P., Smith, S.W., Birnbaum, Y., Saba, S., Sejdic, E., & Callaway, C.W. (2023). Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction. NATURE MEDICINE, 29(7), 1804-+.Springer Science and Business Media LLC. doi: 10.1038/s41591-023-02396-3.

Clermont, G. (2023). The Learning Electronic Health Record. Crit Care Clin, 39(4), 689-700.Elsevier BV. doi: 10.1016/j.ccc.2023.03.004.

Helman, S., Terry, M.A., Pellathy, T., Hravnak, M., George, E., Al-Zaiti, S., & Clermont, G. (2023). Engaging Multidisciplinary Clinical Users in the Design of an Artificial Intelligence-Powered Graphical User Interface for Intensive Care Unit Instability Decision Support. APPLIED CLINICAL INFORMATICS, 14(04), 789-802.Georg Thieme Verlag KG. doi: 10.1055/s-0043-1775565.

Lint, A., Parker, R.S., & Clermont, G. (2023). Modeling blood urea nitrogen (BUN) dynamics to estimate dialysis adequacy. Journal of Critical Care, 74, (p. 154207).Elsevier BV. doi: 10.1016/j.jcrc.2022.154207.

Monfredi, O.J., Moore, C.C., Sullivan, B.A., Keim-Malpass, J., Fairchild, K.D., Loftus, T.J., Bihorac, A., Krahn, K.N., Dubrawski, A., Lake, D.E., Moorman, J.R., & Clermont, G. (2023). Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration. JOURNAL OF ELECTROCARDIOLOGY, 76, 35-38.Elsevier BV. doi: 10.1016/j.jelectrocard.2022.10.011.

Rooney, S.R., & Clermont, G. (2023). Forecasting algorithms in the ICU. J Electrocardiol, 81, 253-257.Elsevier BV. doi: 10.1016/j.jelectrocard.2023.09.015.

Rooney, S.R., Kaufman, R., Murugan, R., Kashani, K.B., Pinsky, M.R., Al-Zaiti, S., Dubrawski, A., Clermont, G., & Miller, J.K. (2023). Forecasting imminent atrial fibrillation in long-term electrocardiogram recordings. J Electrocardiol, 81, 111-116.Elsevier BV. doi: 10.1016/j.jelectrocard.2023.08.011.

Valeva, S., Pang, G., Schaefer, A.J., & Clermont, G. (2023). Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing. INFORMS JOURNAL ON COMPUTING, 35(2), 403-422.Institute for Operations Research and the Management Sciences (INFORMS). doi: 10.1287/ijoc.2022.1267.

Ack, S.E., Loiseau, S.Y., Sharma, G., Goldstein, J.N., Lissak, I.A., Duffy, S.M., Amorim, E., Vespa, P., Moorman, J.R., Hu, X., Clermont, G., Park, S., Kamaleswaran, R., Foreman, B.P., & Rosenthal, E.S. (2022). Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project. NEUROCRITICAL CARE, 37(SUPPL 2), 276-290.Springer Science and Business Media LLC. doi: 10.1007/s12028-022-01497-0.

Aldewereld, Z.T., Zhang, L.A., Urbano, A., Parker, R.S., Swigon, D., Banerjee, I., Gomez, H., & Clermont, G. (2022). Identification of Clinical Phenotypes in Septic Patients Presenting With Hypotension or Elevated Lactate. FRONTIERS IN MEDICINE, 9, 794423.Frontiers Media SA. doi: 10.3389/fmed.2022.794423.

Al-Zaiti, S.S., Alghwiri, A.A., Hu, X., Clermont, G., Peace, A., Macfarlane, P., & Bond, R. (2022). A clinician's guide to understanding and critically appraising machine learning studies: a checklist for Ruling Out Bias Using Standard Tools in Machine Learning (ROBUST-ML). Eur Heart J Digit Health, 3(2), 125-140.Oxford University Press (OUP). doi: 10.1093/ehjdh/ztac016.

Chang, H.H., Chiang, J.H., Wang, C.S., Chiu, P.F., Abdel-Kader, K., Chen, H., Siew, E.D., Yabes, J., Murugan, R., Clermont, G., Palevsky, P.M., & Jhamb, M. (2022). Predicting Mortality Using Machine Learning Algorithms in Patients Who Require Renal Replacement Therapy in the Critical Care Unit. JOURNAL OF CLINICAL MEDICINE, 11(18), 5289.MDPI AG. doi: 10.3390/jcm11185289.

Dey, A., Goswami, M., Yoon, J.H., Clermont, G., Pinsky, M., Hravnak, M., & Dubrawski, A. (2022). Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact. AMIA Annu Symp Proc, 2022, 405-414.

Helman, S., Terry, M.A., Pellathy, T., Williams, A., Dubrawski, A., Clermont, G., Pinsky, M.R., Al-Zaiti, S., & Hravnak, M. (2022). Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 159, 104643.Elsevier BV. doi: 10.1016/j.ijmedinf.2021.104643.

Murugan, R., Kerti, S.J., Chang, C.C.H., Gallagher, M., Neto, A.S., Clermont, G., Ronco, C., Palevsky, P.M., Kellum, J.A., & Bellomo, R. (2022). Association between Net Ultrafiltration Rate and Renal Recovery among Critically Ill Adults with Acute Kidney Injury Receiving Continuous Renal Replacement Therapy: An Observational Cohort Study. BLOOD PURIFICATION, 51(5), 397-409.S. Karger AG. doi: 10.1159/000517281.

Nanayakkara, T., Clermont, G., Langmead, C.J., & Swigon, D. (2022). Unifying cardiovascular modelling with deep reinforcement learning for uncertainty aware control of sepsis treatment. PLOS Digit Health, 1(2), e0000012.Public Library of Science (PLoS). doi: 10.1371/journal.pdig.0000012.

Pellathy, T., Saul, M., Clermont, G., Dubrawski, A.W., Pinsky, M.R., & Hravnak, M. (2022). Accuracy of identifying hospital acquired venous thromboembolism by administrative coding: implications for big data and machine learning research. JOURNAL OF CLINICAL MONITORING AND COMPUTING, 36(2), 397-405.Springer Science and Business Media LLC. doi: 10.1007/s10877-021-00664-6.

Pinsky, M.R., Dubrawski, A., & Clermont, G. (2022). Intelligent Clinical Decision Support. SENSORS, 22(4), 1408.MDPI AG. doi: 10.3390/s22041408.

Priyanka, P., Chang, C.C.H., Chawla, L.S., Kellum, J.A., Clermont, G., & Murugan, R. (2022). VASOPRESSOR-RESISTANT HYPOTENSION, COMBINATION VASOPRESSOR THERAPY, AND SHOCK PHENOTYPES IN CRITICALLY ILL ADULTS WITH VASODILATORY SHOCK. SHOCK, 58(4), 260-268.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/SHK.0000000000001980.

Ramirez-Zuniga, I., Rubin, J.E., Swigon, D., Redl, H., & Clermont, G. (2022). A data-driven model of the role of energy in sepsis. JOURNAL OF THEORETICAL BIOLOGY, 533, 110948.Elsevier BV. doi: 10.1016/j.jtbi.2021.110948.

Saul, M., Hravnak, M., Clermont, G., Pinsky, M., Lagattuta, T., Helman, S., & Al-Zaiti, S. (2022). MEDICAL EMERGENCY TEAM CALLS TO WARD PATIENTS AFTER DOWN-TRANSFER FROM AN ICU. In Critical Care Medicine. Critical Care Medicine, 50, (p. 617).Lippincott Williams & Wilkins.

Yoon, J.H., Pinsky, M.R., & Clermont, G. (2022). Artificial Intelligence in Critical Care Medicine. CRITICAL CARE, 26(1), 75.Springer Science and Business Media LLC. doi: 10.1186/s13054-022-03915-3.

Arabi, Y.M., Gordon, A.C., Derde, L.P.G., Nichol, A.D., Murthy, S., Al Beidh, F., Annane, D., Al Swaidan, L., Beane, A., Beasley, R., Berry, L.R., Bhimani, Z., Bonten, M.J.M., Bradbury, C.A., Brunkhorst, F.M., Buxton, M., Buzgau, A., Cheng, A., De Jong, M., Detry, M.A., Duffy, E.J., Estcourt, L.J., Fitzgerald, M., Fowler, R., Girard, T.D., Goligher, E.C., Goossens, H., Haniffa, R., Higgins, A.M., Hills, T.E., Horvat, C.M., Huang, D.T., King, A.J., Lamontagne, F., Lawler, P.R., Lewis, R., Linstrum, K., Litton, E., Lorenzi, E., Malakouti, S., McAuley, D.F., McGlothlin, A., Mcguinness, S., McVerry, B.J., Montgomery, S.K., Morpeth, S.C., Mouncey, P.R., Orr, K., Parke, R., Parker, J.C., Patanwala, A.E., Rowan, K.M., Santos, M.S., Saunders, C.T., Seymour, C.W., Shankar-Hari, M., Tong, S.Y.C., Turgeon, A.F., Turner, A.M., Van de Veerdonk, F.L., Zarychanski, R., Green, C., Berry, S., Marshall, J.C., McArthur, C., Angus, D.C., Webb, S.A., & Investigators, R.E.M.A.P.C.A.P. (2021). Lopinavir-ritonavir and hydroxychloroquine for critically ill patients with COVID-19: REMAP-CAP randomized controlled trial. INTENSIVE CARE MEDICINE, 47(8), 867-886.Springer Science and Business Media LLC. doi: 10.1007/s00134-021-06448-5.

Gomez, H., Priyanka, P., Bataineh, A., Keener, C.M., Clermont, G., & Kellum, J.A. (2021). Effects of 5% Albumin Plus Saline Versus Saline Alone on Outcomes From Large-Volume Resuscitation in Critically Ill Patients. CRITICAL CARE MEDICINE, 49(1), 79-90.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCM.0000000000004706.

King, A.J., Calzoni, L., Tajgardoon, M., Cooper, G.F., Clermont, G., Hochheiser, H., & Visweswaran, S. (2021). A simple electronic medical record system designed for research. JAMIA Open, 4(3), ooab040.Oxford University Press (OUP). doi: 10.1093/jamiaopen/ooab040.

Laird, P., Wertz, A., Welter, G., Maslove, D., Hamilton, A., Heung Yoon, J., Lake, D.E., Zimmet, A.E., Bobko, R., Randall Moorman, J., Pinsky, M.R., Dubrawski, A., & Clermont, G. (2021). The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care. PHYSIOLOGICAL MEASUREMENT, 42(6), 065002.IOP Publishing. doi: 10.1088/1361-6579/abfc9b.

Linstrum, K., Montgomery, S., Basile, K., Stavor, D., Burbee, D., McNamara, A., Wunderley, R., Bensen, N., Richardson, A., Adams, P., Vita, T., Buhay, M., Scholl, D., Gilliam, M., Winters, J., Doherty, K., Berryman, E., Ghaffari, M., Fitzpatrick, M., Bagavathy, K., Hussain, M., Donadee, C., Brant, E., Bryan-Morris, K., Arnold, J., Reynolds, B., Beard, G., McVerry, B., Huang, D.T., Dunsavage, J., Saiyed, S., Hernandez, E., Goldman, J., Brown, C., Comp, S., Raczek, J., Morris, J.L., Jr, V.J., Weiss, D., Hensley, J.W., Kochert, E., Wnuk, C., Nemeth, C., Mowery, B., Hutchinson, C., Winters, L., McCreary, E., Martin, E., Bariola, R., Viehman, A., Daley, J., Lopus, A., Schmidhofer, M., Sackrowitz, R., Skrtich, A., Minnier, T., Wisniewski, M.K., Mayak, K., Ambrosino, R., Keen, S., Della Toffalo, S., Stambaugh, M., Trimmer, K., Perri, R., Casali, S., Medva, R., Massar, B., Beyerl, A., Burkey, J., Keeler, S., Lowery, M., Oncea, L., Daugherty, J., Sevilla, C., Woelke, A., Dice, J., Weber, L., Roth, J., Ferringer, C., Beer, D., Fesz, J., Carpio, L., Malakouti, S., Music, E., Ricketts, D., King, A., Clermont, G., Bart, R., Marroquin, O., Quinn, K., Garrard, W., Kalchthaler, K., Angus, D., Weissman, A., Yealy, D., Barton, D., Talia, N., Mayr, F., Schoenling, A., Andreae, M., Shetty, V., Malley, B., Horvat, C., Seymour, C., Girard, T., Haidar, G., Bain, W., Barbash, I., Franz, C., Kitsios, G., Moghbeli, K., Rosborough, B., Shah, F., Suber, T., Lewis, R., Detry, M., McGlothlin, A., Saunders, C., Fitzgerald, M., Sanil, A., Berry, S., Buxton, M., Alexander, B., Roberts, T., Webb, S., Green, C., McArthur, C., Grp, U.P.M.C.R.E.M.A.P.C.O.V.I.D., & Investigators, R.E.M.A.P.C.A.P. (2021). Implementation of the Randomized Embedded Multifactorial Adaptive Platform for COVID-19 (REMAP-COVID) trial in a US health system-lessons learned and recommendations. TRIALS, 22(1), 100.Springer Science and Business Media LLC. doi: 10.1186/s13063-020-04997-6.

Maslove, D.M., Elbers, P.W.G., & Clermont, G. (2021). Artificial intelligence in telemetry: what clinicians should know. INTENSIVE CARE MEDICINE, 47(2), 150-153.Springer Science and Business Media LLC. doi: 10.1007/s00134-020-06295-w.

Pressly, M.A., Parker, R.S., Waters, J.H., Beck, S.L., Jeyabalan, A., & Clermont, G. (2021). Improvements and limitations in developing multivariate models of hemorrhage and transfusion risk for the obstetric population. TRANSFUSION, 61(2), 423-434.Wiley. doi: 10.1111/trf.16216.

Ranard, B.L., Megjhani, M., Terilli, K., Doyle, K., Claassen, J., Pinsky, M.R., Clermont, G., Vodovotz, Y., Asgari, S., & Park, S. (2021). Identification of Endotypes of Hospitalized COVID-19 Patients. FRONTIERS IN MEDICINE, 8, 770343.Frontiers Media SA. doi: 10.3389/fmed.2021.770343.

Shah, F.A., Meyer, N.J., Angus, D.C., Awdish, R., Azoulay, E., Calfee, C.S., Clermont, G., Gordon, A.C., Kwizera, A., Leligdowicz, A., Marshall, J.C., Mikacenic, C., Sinha, P., Venkatesh, B., Wong, H.R., Zampieri, F.G., Yende, S., & Critica, A.T.S.A. (2021). A Research Agenda for Precision Medicine in Sepsis and Acute Respiratory Distress Syndrome An Official American Thoracic Society Research Statement. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 204(8), 891-901.American Thoracic Society. doi: 10.1164/rccm.202108-1908ST.

Thoral, P.J., Peppink, J.M., Driessen, R.H., Sijbrands, E.J.G., Kompanje, E.J.O., Kaplan, L., Bailey, H., Kesecioglu, J., Cecconi, M., Churpek, M., Clermont, G., van der Schaar, M., Ercole, A., Girbes, A.R.J., Elbers, P.W.G., Am, A.U.M.C.D., & For, S.C.C.M.E.S.I.C.M.J.D.S.T. (2021). Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*. CRITICAL CARE MEDICINE, 49(6), E563-E577.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCM.0000000000004916.

Visweswaran, S., King, A.J., Tajgardoon, M., Calzoni, L., Clermont, G., Hochheiser, H., & Cooper, G.F. (2021). Evaluation of eye tracking for a decision support application. JAMIA Open, 4(3), ooab059.Oxford University Press (OUP). doi: 10.1093/jamiaopen/ooab059.

Wolf, M.S., Rakkar, J., Horvat, C.M., Simon, D.W., Kochanek, P.M., Clermont, G., & Clark, R.S.B. (2021). Assessment of Dynamic Intracranial Compliance in Children with Severe Traumatic Brain Injury: Proof-of-Concept. NEUROCRITICAL CARE, 34(1), 209-217.Springer Science and Business Media LLC. doi: 10.1007/s12028-020-01004-3.

Angus, D.C., Derde, L., Al-Beidh, F., Annane, D., Arabi, Y., Beane, A., Van Bentum-Puijk, W., Berry, L., Bhimani, Z., Bonten, M., Bradbury, C., Brunkhorst, F., Buxton, M., Buzgau, A., Cheng, A.C., de Jong, M., Detry, M., Estcourt, L., Fitzgerald, M., Goossens, H., Green, C., Haniffa, R., Higgins, A.M., Horvat, C., Hullegie, S.J., Kruger, P., Lamontagne, F., Lawler, P.R., Linstrum, K., Litton, E., Lorenzi, E., Marshall, J., McAuley, D., McGlothin, A., McGuinness, S., McVerry, B., Montgomery, S., Mouncey, P., Murthy, S., Nichol, A., Parke, R., Parker, J., Rowan, K., Sanil, A., Santos, M., Saunders, C., Seymour, C., Turner, A., van de Veerdonk, F., Venkatesh, B., Zarychanski, R., Berry, S., Lewis, R.J., McArthur, C., Webb, S.A., & Gordon, A.C. (2020). Effect of Hydrocortisone on Mortality and Organ Support in Patients With Severe COVID-19 The REMAP-CAP COVID-19 Corticosteroid Domain Randomized Clinical Trial. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 324(13), 1317-1329.American Medical Association (AMA). doi: 10.1001/jama.2020.17022.

Calzoni, L., Clermont, G., Cooper, G.F., Visweswaran, S., & Hochheiser, H. (2020). Graphical Presentations of Clinical Data in a Learning Electronic Medical Record. APPLIED CLINICAL INFORMATICS, 11(04), 680-691.Georg Thieme Verlag KG. doi: 10.1055/s-0040-1709707.

Chen, Y., Hong, C., Pinsky, M.R., Ma, T., & Clermont, G. (2020). Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs. SENSORS, 20(22), 6558.MDPI AG. doi: 10.3390/s20226558.

Chen, Y., Yoon, J.H., Pinsky, M.R., Ma, T., & Clermont, G. (2020). Development of hemorrhage identification model using non-invasive vital signs. PHYSIOLOGICAL MEASUREMENT, 41(5), 055010.IOP Publishing. doi: 10.1088/1361-6579/ab8cb2.

King, A.J., Cooper, G.F., Clermont, G., Hochheiser, H., Hauskrecht, M., Sittig, D.F., & Visweswaran, S. (2020). Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study. JOURNAL OF MEDICAL INTERNET RESEARCH, 22(4), e15876.JMIR Publications Inc. doi: 10.2196/15876.

Pinsky, M.R., Wertz, A., Clermont, G., & Dubrawski, A. (2020). Parsimony of Hemodynamic Monitoring Data Sufficient for the Detection of Hemorrhage. ANESTHESIA AND ANALGESIA, 130(5), 1176-1187.Ovid Technologies (Wolters Kluwer Health). doi: 10.1213/ANE.0000000000004564.

Pressly, M.A., Parker, R.S., Neal, M.D., Sperry, J.L., & Clermont, G. (2020). Accelerating availability of clinically-relevant parameter estimates from thromboelastogram point-of-care device. JOURNAL OF TRAUMA AND ACUTE CARE SURGERY, 88(5), 654-660.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/TA.0000000000002608.

Tajgardoon, M., Cooper, G.F., King, A.J., Clermont, G., Hochheiser, H., Hauskrecht, M., Sittig, D.F., & Visweswaran, S. (2020). Modeling physician variability to prioritize relevant medical record information. JAMIA Open, 3(4), 602-610.Oxford University Press (OUP). doi: 10.1093/jamiaopen/ooaa058.

Yoon, J.H., Jeanselme, V., Dubrawski, A., Hravnak, M., Pinsky, M.R., & Clermont, G. (2020). Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit. CRITICAL CARE, 24(1), 661.Springer Science and Business Media LLC. doi: 10.1186/s13054-020-03379-3.

De-Arteaga, M., Chen, J., Huggins, P., Elmer, J., Clermont, G., & Dubrawski, A. (2019). Predicting neurological recovery with Canonical Autocorrelation Embeddings. PLOS ONE, 14(1), e0210966.Public Library of Science (PLoS). doi: 10.1371/journal.pone.0210966.

Jolley, S.E., Angus, D.C., Clermont, G., & Hough, C.L. (2019). Discharge Destination As a Marker of Mobility Impairment in Survivors of Acute Respiratory Distress Syndrome. CRITICAL CARE MEDICINE, 47(10), E814-E819.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCM.0000000000003906.

King, A.J., Cooper, G.F., Clermont, G., Hochheiser, H., Hauskrecht, M., Sittig, D.F., & Visweswaran, S. (2019). Using machine learning to selectively highlight patient information. JOURNAL OF BIOMEDICAL INFORMATICS, 100, 103327.Elsevier BV. doi: 10.1016/j.jbi.2019.103327.

Murugan, R., Kerti, S.J., Chang, C.C.H., Gallagher, M., Clermont, G., Palevsky, P.M., Kellum, J.A., & Bellomo, R. (2019). Association of Net Ultrafiltration Rate With Mortality Among Critically Ill Adults With Acute Kidney Injury Receiving Continuous Venovenous Hemodiafiltration A Secondary Analysis of the Randomized Evaluation of Normal vs Augmented Level (RENAL) of Renal Replacement Therapy Trial. JAMA NETWORK OPEN, 2(6), e195418.American Medical Association (AMA). doi: 10.1001/jamanetworkopen.2019.5418.

Ramirez-Zuniga, I., Rubin, J.E., Swigon, D., & Clermont, G. (2019). Mathematical modeling of energy consumption in the acute inflammatory response. JOURNAL OF THEORETICAL BIOLOGY, 460, 101-114.Elsevier BV. doi: 10.1016/j.jtbi.2018.08.033.

Seymour, C.W., Kennedy, J.N., Wang, S., Chang, C.C.H., Elliott, C.F., Xu, Z., Berry, S., Clermont, G., Cooper, G., Gomez, H., Huang, D.T., Kellum, J.A., Mi, Q., Opal, S.M., Talisa, V., van der Poll, T., Visweswaran, S., Vodovotz, Y., Weiss, J.C., Yealy, D.M., Yende, S., & Angus, D.C. (2019). Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 321(20), 2003-2017.American Medical Association (AMA). doi: 10.1001/jama.2019.5791.

Wertz, A., Holder, A.L., Guillame-Bert, M., Clermont, G., Dubrawski, A., & Pinsky, M.R. (2019). Increasing Cardiovascular Data Sampling Frequency and Referencing It to Baseline Improve Hemorrhage Detection. Crit Care Explor, 1(10), e0058.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCE.0000000000000058.

Yoon, J.H., Mu, L., Chen, L., Dubrawski, A., Hravnak, M., Pinsky, M.R., & Clermont, G. (2019). Predicting tachycardia as a surrogate for instability in the intensive care unit. JOURNAL OF CLINICAL MONITORING AND COMPUTING, 33(6), 973-985.Springer Science and Business Media LLC. doi: 10.1007/s10877-019-00277-0.

Zenker, S., Rubin, J., & Clermont, G. (2019). Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses. PLoS Comput Biol, 15(6), e1007155.Public Library of Science (PLoS). doi: 10.1371/journal.pcbi.1007155.

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Zhang, L.A., Urbano, A., Clermont, G., Swigon, D., Banerjee, I., & Parker, R.S. (2018). APT-MCMC, a C plus plus /Python implementation of Markov Chain Monte Carlo for parameter identification. COMPUTERS & CHEMICAL ENGINEERING, 110, 1-12.Elsevier BV. doi: 10.1016/j.compchemeng.2017.11.011.

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(2016). Erratum to: 36th International Symposium on Intensive Care and Emergency Medicine: Brussels, Belgium. 15-18 March 2016. Crit Care, 20(1), 347.Springer Science and Business Media LLC. doi: 10.1186/s13054-016-1358-6.

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Ahmad, A.N., Abu-Habsa, M., Bahl, R., Helme, E., Hadfield, S., Loveridge, R., Shak, J., Senver, C., Howard-Griffin, R., Wacharasint, P., Fuengfoo, P., Sukcharoen, N., Rangsin, R., Sbiti-Rohr, D., Schuetz, P., Na, H., Song, S., Lee, S., Jeong, E., Lee, K., Cooper, M., Milinis, K., Williams, G., McCarron, E., Simants, S., Patanwala, I., Welters, I.D., Zoumpelouli, E., Volakli, E.A., Chrysohoidou, V., Georgiou, S., Charisopoulou, K., Kotzapanagiotou, E., Panagiotidou, V., Manavidou, K., Stathi, Z., Sdougka, M., Salahuddin, N., AlGhamdi, B., Marashly, Q., Zaza, K., Sharshir, M., Khurshid, M., Ali, Z., Malgapo, M., Jamil, M., Shafquat, A., Shoukri, M., Hijazi, M., Abe, T., Uchino, S., Takinami, M., Rangel Neto, N.R., Oliveira, S., Reis, F.Q., Rocha, F.A., Moralez, G., Ebecken, K., Rabello, L.S., Lima, M.F., Hatum, R., De Marco, F.V., Alves, A., Pinto, J.E., Godoy, M., Brasil, P.E., Bozza, F.A., Salluh, J.I., Soares, M., Krinsley, J., Kang, G., Perry, J., Hines, H., Wilkinson, K.M., Tordoff, C., Sloan, B., Bellamy, M.C., Moreira, E., Verga, F., Barbato, M., Burghi, G., Soares, M., Silva, U.V., Azevedo, L.C., Torelly, A.P., Kahn, J.M., Angus, D.C., Knibel, M.F., Brasil, P.E., Bozza, F.A., Salluh, J.I., Velasco, M.B., Dalcomune, D.M., Marshall, R., Gilpin, T., Tridente, A., Raithatha, A., Mota, D., Loureiro, B., Dias, J., Afonso, O., Coelho, F., Martins, A., Faria, F., Al-Dorzi, H., Al Orainni, H., AlEid, F., Tlaygeh, H., Itani, A., Hejazi, A., Arabi, Y., Gaudry, S., Messika, J., Ricard, J.D., Guillo, S., Pasquet, B., Dubief, E., Dreyfuss, D., Tubach, F., Battle, C., James, K., Temblett, P., Davies, L., Battle, C., Lynch, C., Pereira, S., Cavaco, S., Fernandes, J., Moreira, I., Almeida, E., Seabra Pereira, F., Malheiro, M., Cardoso, F., Aragão, I., Cardoso, T., Fister, M., Knafelj, R., Muraray Govind, P., Brahmananda Reddy, N., Pratheema, R., Arul, E.D., Devachandran, J., Velasco, M.B., Dalcomune, D.M., Knafelj, R., Fister, M., Chin-Yee, N., D’Egidio, G., Thavorn, K., 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Fayed, A., Gupta, S., Kaushal, A., Dewan, S., Varma, A., Ghosh, E., Yang, L., Eshelman, L., Lord, B., Carlson, E., Helme, E., Broderick, R., Hadfield, S., Loveridge, R., Ramos, J., Forte, D., Yang, F., Hou, P., Dudziak, J., Feeney, J., Wilkinson, K., Bauchmuller, K., Shuker, K., Faulds, M., Raithatha, A., Bryden, D., England, L., Bolton, N., Tridente, A., Bauchmuller, K., Shuker, K., Tridente, A., Faulds, M., Matheson, A., Gaynor, J., Bryden, D., S South Yorkshire Hospitals Research Collaboration, Ramos, J., Peroni, B., Daglius-Dias, R., Miranda, L., Cohen, C., Carvalho, C., Velasco, I., Forte, D., Kelly, J.M., Neill, A., Rubenfeld, G., Masson, N., Min, A., Boezeman, E., Hofhuis, J., Hovingh, A., De Vries, R., Spronk, P., Cabral-Campello, G., Aragão, I., Cardoso, T., Van Mol, M., Nijkamp, M., Kompanje, E., Ostrowski, P., Omar, A., Kiss, K., Köves, B., Csernus, V., Molnár, Z., Hoydonckx, Y., Vanwing, S., Stessel, B., Van Assche, A., Jamaer, L., Dubois, J., Medo, V., Galvez, R., Miranda, J.P., Stone, C., Wigmore, T., Arunan, Y., Wheeler, A., Bauchmuller, K., Bryden, D., Wong, Y., Poi, C., Gu, C., Molmy, P., Van Grunderbeeck, N., Nigeon, O., Lemyze, M., Thevenin, D., Mallat, J., Ramos, J., Correa, M., Carvalho, R.T., Forte, D., Fernandez, A., McBride, C., Koonthalloor, E., Walsh, C., Webber, A., Ashe, M., Smith, K., Jeanrenaud, P., Marudi, A., Baroni, S., Ragusa, F., Bertellini, E., Volakli, E.A., Chochliourou, E., Dimitriadou, M., Violaki, A., Mantzafleri, P., Samkinidou, E., Vrani, O., Arbouti, A., Varsami, T., Sdougka, M., Bollen, J.A., Van Smaalen, T.C., De Jongh, W.C., Ten Hoopen, M.M., Ysebaert, D., Van Heurn, L.W., Van Mook, W.N., Sim, K., Fuller, A., Roze des Ordons, A., Couillard, P., Doig, C., Van Keer, R.V., Deschepper, R.D., Francke, A.F., Huyghens, L.H., Bilsen, J.B., Nyamaizi, B., Dalrymple, C., Molokhia, A., Dobru, A., Marrinan, E., Ankuli, A., Molokhia, A., McPeake, J., Struthers, R., Crawford, R., Devine, H., Mactavish, P., Quasim, T., Morelli, P., Degiovanangelo, M., Lemos, F., MArtinez, V., Verga, F., Cabrera, J., Burghi, G., Rutten, A., Van Ieperen, S., De Geer, S., Van Vugt, M., Der Kinderen, E., Giannini, A., Miccinesi, G., Marchesi, T., & Prandi, E. (2016). 36th International Symposium on Intensive Care and Emergency Medicine : Brussels, Belgium. 15-18 March 2016. Crit Care, 20(Suppl 2), 94.Springer Science and Business Media LLC. doi: 10.1186/s13054-016-1208-6.

Bos, L., Schouten, L., van Vught, L., Wiewel, M., Ong, D., Cremer, O., Artigas, A., Martin-Loeches, I., Hoogendijk, A., van der Poll, T., Horn, J., Juffermans, N., Schultz, M., de Prost, N., Pham, T., Carteaux, G., Mekontso Dessap, A., Brun-Buisson, C., Fan, E., Bellani, G., Laffey, J., Mercat, A., Brochard, L., Maitre, B., LUNG SAFE investigators and the ESICM study group, Howells, P.A., Thickett, D.R., Knox, C., Park, D.P., Gao, F., Tucker, O., Whitehouse, T., McAuley, D.F., Perkins, G.D., Pham, T., Laffey, J., Bellani, G., Fan, E., LUNG SAFE Investigators and the ESICM Trials Group, Pisani, L., Roozeman, J.P., Simonis, F.D., Giangregorio, A., Schouten, L.R., Van der Hoeven, S.M., Horn, J., Neto, A.S., Festic, E., Dondorp, A.M., Grasso, S., Bos, L.D., Schultz, M.J., Koster-Brouwer, M., Verboom, D., Scicluna, B., van de Groep, K., Frencken, J., Schultz, M., van der Poll, T., Bonten, M., Cremer, O., Ko, J.I., Kim, K.S., Suh, G.J., Kwon, W.Y., Kim, K., Shin, J.H., Ranzani, O.T., Prina, 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B.O., Aktepe, O., Kara, A., Yeter, H., Topeli, A., Norrenberg, M., Devroey, M., Khader, H., Preiser, J.C., Tang, Z., Qiu, C., Tong, L., Cai, C., Theodorakopoulou, M., Diamantakis, A., Kontogiorgi, M., Chrysanthopoulou, E., Christodoulopoulou, T., Frantzeskaki, F., Lygnos, M., Apostolopoulou, O., Armaganidis, A., Moon, J.Y., Park, M.R., Kwon, I.S., Chon, G.R., Ahn, J.Y., Kwon, S.J., Chang, Y.J., Lee, J.Y., Yoon, S.Y., Lee, J.W., Korean Chungcheong Critical Care Research Group, Kostalas, M., Mckinlay, J., Kooner, G., Dudas, G., Horton, A., Kerr, C., Karanjia, N., Creagh-Brown, B., Altintas, N.D., Izdes, S., Keremoglu, O., Alkan, A., Neselioglu, S., Erel, O., Tardif, N., Gustafsson, T., Rooyackers, O., MacEachern, K.N., Traille, M., Bromberg, I., Lapinsky, S.E., Moore, M.J., Tang, Z., Cai, C., Tong, L., García-Garmendia, J.L., Villarrasa-Clemente, F., Maroto-Monserrat, F., Rufo-Tejeiro, O., Jorge-Amigo, V., Sánchez-Santamaría, M., Colón-Pallarés, C., Barrero-Almodóvar, A., Gallego-Lara, S., Anthon, C.T., Müller, R.B., Haase, N., Møller, K., Hjortrup, P.B., Wetterslev, J., Perner, A., Nakanishi, M., Kuriyama, A., Fukuoka, T., Abd El Halim, M.A., Elsaid Hafez, M.H., Moktar, A.M., Eladawy, A., Elazizy, H.M., Hakim, K.A., Chaari, A., Elbahr, M., Ismail, M., Mahmoud, T., Kauts, V., Bousselmi, K., Khalil, E., Casey, W., Zaky, S.H., Rizk, A., Elghonemi, M.O., Ahmed, R., Vieira, J.C.F., Souza, R.B., Liberatore, A.M.A., Koh, I.H.J., Ospina-Tascón, G.A., Marin, A.F.G., Echeverry, G.J., Bermudez, W.F., Madriñan-Navia, H.J., Valencia, J.D., Quiñonez, E., Marulanda, A., Arango-Dávila, C.A., Bruhn, A., Hernandez, G., De Backer, D., Cortes, D.O., Su, F., Vincent, J.L., Creteur, J., Tullo, L., Mirabella, L., Di Molfetta, P., Cinnella, G., Dambrosio, M., Lujan, C.V., Irigoyen, J.L., Cartanya Ferré, M., García, R.C., Mukhtar, A., Ahmed, M., El Ayashi, M., Hasanin, A., Ayman, E., Salem, M., Eladawy, A., Fathy, S., Nassar, H., Zaghlol, A., Arzapalo, M.F.A., Valsø, Å., Sunde, K., Rustøen, 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Abentroth, L.R.L., Ogasawara, S.M., Jorge, A.C., Duarte, P.A.D., Hernández-Sánchez, N., Sánchez-Hurtado, L.A., García-Guillen, F.J., Ñamendys-Silva, S.A., Maghsoudi, B., Emami, M., Khosravi, M.B., Zand, F., Tabatabaie, H.R., Masjedi, M., Sabetiyan, G., Mokri, A., Nurses of the Central and General ICUs of Shiraz Namazi Hospital, Troubleyn, J., Diltoer, M., Jacobs, R., Nguyen, D.N., De Waele, E., De Regt, J., Honoré, P.M., Van Gorp, V., Spapen, H.D., Contreras, R.S., Toapanta, N.D., Moreno, G., Sabater, J., Torrado, H., Gonzalez, M., Marin, M., Farigola, E., Gonzalez, A., Fernandez, J., Vera, A., Gisbert, X., Juliá, C., Uya, J., Corral, L., Sedation an Delirium Group Hospital Universitari de Bellvitge, Elias-Jones, I., Gemmell, L., MacKay, A., Randall, D., Adwaney, A., Blunden, M., Prowle, J.R., Kirwan, C.J., Thomas, N., Martin, A., Owen, H., Darwin, L., Conway, D., Atkinson, D., Sharman, M., Moore, J., Barbanti, C., Amour, J., Gaudard, P., Rozec, B., Mauriat, P., M'rini, M., Leger, P.L., Cambonie, G., Liet, J.M., Girard, C., Laroche, S., Damas, P., Assaf, Z., Loron, G., Lecourt, L., Pouard, P., Randall, D., Adwaney, A., Blunden, M., Prowle, J.R., Kirwan, C.J., Kim, S.H., Na, S., Kim, J., Oh, S.Y., Jung, C.W., Yoo, S.H., Min, S.H., Chung, E.J., Lee, H., Lee, N.J., Lee, K.W., Suh, K.S., Ryu, H.G., Marshall, D.C., Goodson, R.J., Salciccioli, J.D., Shalhoub, J., Potter, E.K., Kirk-Bayley, J., Karanjia, N.D., Forni, L.G., Creagh-Brown, B.C., Bossy, M., Nyman, M., Tailor, A., Creagh-Brown, B., SPACeR group (Surrey Peri-operative, Anaesthesia and Critical Care Collaborative Research Group), D'Antini, D., Spadaro, S., Valentino, F., Sollitto, F., Cinnella, G., Mirabella, L., Calvo, F.J.R., Bejarano, N., Padilla, D., Baladron, V., Villajero, P., Villazala, R., Redondo, J., Yuste, A.S., Liu, J., Shen, F., Teboul, J.L., Anguel, N., Beurton, A., Bezaz, N., Richard, C., Monnet, X., Fossali, T., Colombo, R., Ottolina, D., Rossetti, M., Mazzucco, C., Marchi, A., Porta, A., Catena, E., Tollisen, K.H., Andersen, G.Ø., Heyerdahl, F., Jacobsen, D., de Waard, M.C., Girbes, A.R.J., van IJzendoorn, M.C.O., Buter, H., Kingma, W.P., Navis, G.J., Boerma, E.C., Rulisek, J., Balik, M., Zacharov, S., Kim, H.S., Jeon, S.J., Namgung, H., Lee, E., Lee, E., Cho, Y.J., Lee, Y.J., Huang, A., Cioccari, L., Luethi, N., Mårtensson, J., Bellomo, R., Forsberg, M., Edman, G., Höjer, J., Forsberg, S., Freile, M.T.C., Hidalgo, F.N., Molina, J.A.M., Lecumberri, R., Rosselló, A.F., Travieso, P.M., Leon, G.T., Sanchez, J.G., Frias, L.S., Rosello, D.B., Verdejo, J.A.G., Serrano, J.A.N., Winterwerp, D., van Galen, T., Vazin, A., Karimzade, I., Zand, A., Ozen, E., Ekemen, S., Akcan, A., Sen, E., Yelken, B.B., Kureshi, N., Fenerty, L., Thibault-Halman, G., Erdogan, M., Walling, S., Green, R.S., Clarke, D.B., Briassoulis, P., Kalimeris, K., Ntzouvani, A., Nomikos, T., Papaparaskeva, K., Politi, E., Kostopanagiotou, G., Crewdson, K., Rehn, M., Weaver, A., Brohi, K., Lockey, D., Wright, S., Thomas, K., Baker, C., Mansfield, L., Stafford, V., Wade, C., Watson, G., Bryant, A., Chadwick, T., Shen, J., Wilkinson, J., Furneval, J., Henderson, A., Hugill, K., Howard, P., Roy, A., Bonner, S., Baudouin, S., Ramírez, C.S., Escalada, S.H., Viera, M.A.H., Santana, M.C., Balcázar, L.C., Monroy, N.S., Campelo, F.A., Vázquez, C.F.L., Santana, P.S., Santana, S.R., Carteron, L., Patet, C., Quintard, H., Solari, D., Bouzat, P., Oddo, M., Wollersheim, T., Malleike, J., Haas, K., Carbon, N., Schneider, J., Birchmeier, C., Fielitz, J., Spuler, S., Weber-Carstens, S., Enseñat, L., Pérez-Madrigal, A., Saludes, P., Proença, L., Gruartmoner, G., Espinal, C., Mesquida, J., Huber, W., Eckmann, M., Elkmann, F., Gruber, A., Lahmer, T., Mayr, U., Herner, A., Schellnegger, R., Schneider, J., Schmid, R.M., Ayoub, W., Samy, W., Esmat, A., Battah, A., Mukhtar, S., Mongkolpun, W., Cortés, D.O., Cordeiro, C.P.R., Vincent, J.L., Creteur, J., Funcke, S., Groesdonk, H., Saugel, B., Wagenpfeil, G., Wagenpfeil, S., Reuter, D.A., Fernandez, M.M., Fernandez, R., Magret, M., González-Castro, A., Bouza, M.T., Ibañez, M., García, C., Balerdi, B., Mas, A., Arauzo, V., Añón, J.M., Ruiz, F., Ferreres, J., Tomás, R., Alabert, M., Tizón, A.I., Altaba, S., Llamas, N., Goligher, E.C., Fan, E., Herridge, M., Vorona, S., Sklar, M., Dres, M., Rittayamai, N., Lanys, A., Urrea, C., Tomlinson, G., Reid, W.D., Rubenfeld, G.D., Kavanagh, B.P., Brochard, L.J., Ferguson, N.D., Neto, A.S., de Abreu, M.G., Pelosi, P., Schultz, M.J., PRoVENT investigators and the PROVE Network, Guérin, C., Papazian, L., Reignier, J., Ayzac, L., Loundou, A., Forel, J.M., Rolland-Debord, C., Bureau, C., Poitou, T., Clavel, M., Perbet, S., Terzi, N., Kouatchet, A., Similowski, T., Demoule, A., Hunfeld, N., Trogrlic, Z., Ladage, S., Osse, R.J., Koch, B., Rietdijk, W., Devlin, J., van der Jagt, M., Picetti, E., Ceccarelli, P., Mensi, F., Malchiodi, L., Risolo, S., Rossi, I., Antonini, M.V., Servadei, F., Caspani, M.L., Roquilly, A., Lasocki, S., Seguin, P., Geeraerts, T., Perrigault, P.F., Dahyot-Fizelier, C., Paugam-Burtz, C., Cook, F., Cinotti, R., Dit Latte, D.D., Mahe, P.J., Fortuit, C., Feuillet, F., Asehnoune, K., Marzorati, C., Spina, S., Scaravilli, V., Vargiolu, A., Riva, M., Giussani, C., Sganzerla, E., Citerio, G., Barbadillo, S., de Molina, F.J.G., Álvarez-Lerma, F., Rodríguez, A., SEMICYUC/GETGAG Working Group, Zakharkina, T., Martin-Loeches, I., Matamoros, S., Povoa, P., Torres, A., Kastelijn, J., Hofstra, J.J., de Jong, M., Schultz, M., Sterk, P., Artigas, A., Bos, L.J., Moreau, A.S., Martin-Loeches, I., Povoa, P., Salluh, J., Rodriguez, A., Nseir, S., TAVeM study group, de Jong, E., van Oers, J.A., Beishuizen, A., Girbes, A.R.J., Nijsten, M.W.N., de Lange, D.W., Bonvicini, D., Labate, D., Benacchio, L., Olivieri, A., Pizzirani, E., Lopez-Delgado, J.C., Gonzalez-Romero, M., Fuentes-Mila, V., Berbel-Franco, D., Romera-Peregrina, I., Martinez-Pascual, A., Perez-Sanchez, J., Abellan-Lencina, R., Ávila-Espinoza, R.E., Moreno-Gonzalez, G., Sbraga, F., Griffiths, S., Grocott, M.P.W., Creagh-Brown, B., POPC-CB investigators, Doyle, J., Wilkerson, P., Soon, Y., Huddart, S., Dickinson, M., Riga, A., Zuleika, A., Miyamoto, K., Kawazoe, Y., Morimoto, T., Yamamoto, T., Fuke, A., Hashimoto, A., Koami, H., Beppu, S., Katayama, Y., Ito, M., Ohta, Y., Yamamura, H., DESIRE (DExmedetomidine for Sepsis in ICU Randomized Evaluation) Trial Investigators, Rygård, S.L., Holst, L.B., Wetterslev, J., Johansson, P.I., Perner, A., Soliman, I.W., de Lange, D.W., van Dijk, D., van Delden, J.J.M., Cremer, O.L., Slooter, A.J.C., Peelen, L.M., McWilliams, D., Snelson, C., Neves, A.D., Loudet, C.I., Busico, M., Vazquez, D., Villalba, D., Veronesi, M., Lischinsky, A., López, F.J.L., Mori, L.B., Plotnikow, G., Díaz, A., Giannasi, S., Hernandez, R., Krzisnik, L., Cecotti, C., Viola, L., Lopez, R., Sottile, J.P., Benavent, G., Estenssoro, E., Chen, C.M., Lai, C.C., Cheng, K.C., Chou, W., Chan, K.S., Roeker, L.E., Horkan, C.M., Gibbons, F.K., Christopher, K.B., Weijs, P.J.M., Mogensen, K.M., Rawn, J.D., Robinson, M.K., Christopher, K.B., Tang, Z., Qiu, C., Ouyang, B., Cai, C., Guan, X., Regueira, T., Cea, L., Carlos, S.J., Elisa, B., Puebla, C., Vargas, A., Poulsen, M.K., Thomsen, L.P., Kjærgaard, S., Rees, S.E., Karbing, D.S., Wollersheim, T., Frank, S., Müller, M.C., Carbon, N.M., Skrypnikov, V., Pickerodt, P.A., Falk, R., Mahlau, A., Weber-Carstens, S., Lee, A., Inglis, R., Morgan, R., Barker, G., Kamata, K., Abe, T., Saitoh, D., Tokuda, Y., Green, R.S., Butler, M.B., Erdogan, M., Hwa, H.T., Gil, L.J., Vaquero, R.H., Rodriguez-Ruiz, E., Lago, A.L., Allut, J.L.G., Gestal, A.E., Gonzalez, M.A.G., Thomas-Rüddel, D.O., Schwarzkopf, D., Fleischmann, C., Reinhart, K., Suwanpasu, S., Sattayasomboon, Y., Filho, N.M.F., Oliveira, J.C.A., Ballalai, C.S., De Lucia, C.V., Araponga, G.P., Veiga, L.N., Silva, C.S., Garrido, M.E., Ramos, B.B., Ricaldi, E.F., Gomes, S.S., GEMINI, Gemmell, L., MacKay, A., Wright, C., Docking, R.I., Doherty, P., Black, E., Stenhouse, P., Plummer, M.P., Finnis, M.E., Phillips, L.K., Kar, P., Bihari, S., Biradar, V., Moodie, S., Horowitz, M., Shaw, J.E., Deane, A.M., Yatabe, T., Inoue, S., Sakaguchi, M., Egi, M., Abdelhamid, Y.A., Plummer, M.P., Finnis, M.E., Phillips, L.K., Kar, P., Bihari, S., Biradar, V., Moodie, S., Horowitz, M., Shaw, J.E., Deane, A.M., Hokka, M., Egi, M., Mizobuchi, S., Kar, P., Plummer, M., Abdelhamid, Y.A., Giersch, E., Summers, M., Hatzinikolas, S., Heller, S., Chapman, M., Jones, K., Horowitz, M., Deane, A., Schweizer, R., Jacquet-Lagreze, M., Portran, P., Junot, S., Allaouchiche, B., Fellahi, J.L., Guerci, P., Ergin, B., Kapucu, A., Ince, C., Cioccari, L., Luethi, N., Crisman, M., Bellomo, R., Mårtensson, J., Shinotsuka, C.R., Fagnoul, D., Brasseur, A., Orbegozo, D., Vincent, J.L., Preiser, J.C., Preiser, J.C., Lheureux, O., Thooft, A., Brimioulle, S., Vincent, J.L., Iwasaka, H., Tahara, S., Nagamine, M., Ichigatani, A., Cabrera, A.R., Zepeda, E.M., Granillo, J.F., Sánchez, J.S.A., Montoya, A.A.T., Montenegro, A.P., Blanco, G.A.G., Robles, C.M.C., Drolz, A., Horvatits, T., Roedl, K., Rutter, K., Kluge, S., Funk, G.C., Schneeweiss, B., Fuhrmann, V., Sabetian, G., Pooresmaeel, F., Zand, F., Ghaffaripour, S., Farbod, A., Tabei, H., Taheri, L., Anandanadesan, R., Metaxa, V., Teixeira, C., Pereira, S.M., Hernández-Marrero, P., Carvalho, A.S., Beckmann, M., Hartog, C.S., Schwarzkopf, D., Raadts, A., Robertsen, A., Førde, R., Skaga, N.O., Helseth, E., Honeybul, S., Ho, K., Lopez, P.M., Gonzalez, M.N., Ortega, P.N., Sola, E.C., Spasova, T., de la Torre-Prados, M.V., Kopecky, O., Rusinova, K., Waldauf, P., Cepeplikova, Z., Balik, M., Domínguez, J.P., Almudevar, P.M., Carmona, S.A., Muñoz, J.J.R., Castañeda, D.P., Abellán, A.N., Villamizar, P.R., Ramos, J.V., Pérez, L.P., Lucendo, A.P., Ejarque, M.C., Estella, A., Camps, V.L., Martín, M.C., Masnou, N., Bioethics work group of SEMICYUC, Barbosa, S., Varela, A., Palma, I., Cristina, L., Nunes, E., Pereira, I., Campello, G., Granja, C., Pande, R., Pandey, M., Varghese, S., Chanu, M., Van Dam, M.J., Ter Braak, E.W.M.T., Estella, A., Gracia, M., Viciana, R., Recuerda, M., Fontaiña, L.P., Tharmalingam, B., Kovari, F., Rose, L., Mcginlay, M., Amin, R., Burns, K., Connolly, B., Hart, N., Jouvet, P., Katz, S., Leasa, D., Mawdsley, C., Mcauley, D., Schultz, M., Blackwood, B., Denham, S., Worrall, R., Arshad, M., Isherwood, P., Khadjibaev, A., Sabirov, D., Rosstalnaya, A., Parpibaev, F., Sharipova, V., Blanco, G.A.G., Guzman, C.I.O., Sánchez, J.S.A., Granillo, J.F., Gupta, S., Govil, D., Srinivasan, S., Patel, S.J., N, J.K., Gupta, A., Shafi, M., Tomar, D.S., Harne, R., Arora, D.P., Talwar, N., Mazumdar, S., Cha, Y.S., Lee, S.J., Tyagi, N., Rajput, R.K., Taneja, S., Singh, V.K., Sharma, S.C., Mittal, S., Rao, B.K., Ayachi, J., Fraj, N., Romdhani, S., Khedher, A., Meddeb, K., Sma, N., Azouzi, A., Bouneb, R., Chouchene, I., El Ghardallou, M., Boussarsar, M., Jennings, R., Walter, E., Ribeiro, J.M., Moniz, I., Marçal, R., Santos, A.C., Candeias, C., E Silva, Z.C., Gomez, S.E.Z., Nieto, O.R.P., Gonzalez, J.A.C., Cuellar, A.I.V., Mildh, H., Pettilä, V., Korhonen, A.M., Karlsson, S., Ala-Kokko, T., Reinikainen, M., Vaara, S.T., FINNAKI Study Group, Zaleska-Kociecka, M., Grabowski, M., Dąbrowski, M., Wozniak, S., Piotrowska, K., Banaszewski, M., Imiela, J., Stepinska, J., Pérez, A.G., Ordoñez, P.F., Giribet, A., Cuervo, M.A.A., Cuervo, R.A., Esteban, M.A.R., Fraile, L.I., Mittelbrum, C.P., Albaiceta, G.M., Koeze, J., Keus, F., Dieperink, W., van der Horst, I.C.C., van Meurs, M., Zijlstra, J.G., Roberts, S., Caballero, C.H., Isgro, G., Hall, D., Beitland, S., Trøseid, A.M.S., Brusletto, B.S., Waldum-Grevbo, B.E., Berg, J.P., Sunde, K., Huertas, D.G., Manzano, F., Quintana, M.M.J., Osuna, A., Santiago-Ruiz, F., Rodríguez-Mejías, C., Wangensteen, R., Jamaati, H.R., Masjedi, M., Zand, F., Hashemian, S.M.R., Sabetian, G., Abbasi, G., Khaloo, V., Tabei, S.H.A., Kafilzadeh, A., Bakhodaei, H.H., Diaz, J.A., Silva, R., Garcia, D.J., Luis, E., Gomez, M.N., Soriano, R., Gonzalez, P.L., Ibrahim, I.A., Rafik, M.M., Al-Ansary, A.M., Algendi, M.A., Ali, A.A., Fuhrmann, V., Roedl, K., Horvatits, T., Drolz, A., Rutter, K., Benten, D., Kluwe, J., Siedler, S., Kluge, S., Adedugbe, I., Bird, G.T., Queen Square Neuroanaesthesia and Neurocritical Care Resreach Group, Kennedy, R.M., Sharma, S., Butler, M.B., Yugi, G., Haroon, B.A., Witter, T., Khaliq, W., Singer, M., Havaldar, A.A., Krishna, B., Sriram, S., Espinoza, E.D.V., Pozo, M.O., Edul, V.S.K., Furche, M., Motta, M.F., Vazquez, A.R., Birri, P.N.R., Ince, C., Dubin, A., Dogliotti, A., Ramos, A., Lovesio, C., Delile, E., Nevière, R., Thiébaut, P.A., Maupoint, J., Mulder, P., Coquerel, D., Renet, S., do Rego, J.C., Rieusset, J., Richard, V., Tamion, F., Khaliq, W., Andreis, D.T., Singer, M., Smit, B., Smulders, Y.M., de Waard, M.C., van Straaten, H.M.O., Girbes, A.R.J., Eringa, E.C., Man, A.M.E.S.D., Alegría, L., Soto, D., Luengo, C., Gomez, J., Jarufe, N., Bruhn, A., Castro, R., Kattan, E., Tapia, P., Rebolledo, R., Achurra, P., Ospina-Tascón, G., Bakker, J., Hernández, G., Bertini, P., Guarracino, F., Baldassarri, R., Pinsky, M.R., Alegría, L., Vera, M., Dreyse, J., Carpio, D., Henriquez, C., Gajardo, D., Bravo, S., Castro, R., Ospina-Tascón, G., Bakker, J., Hernández, G., Kim, S., Lee, M., Park, S.Y., So, S., Lee, H., Kačar, M.B., Kačar, S.M., Uddin, I., Belhaj, A.M., Aydın, M.A., Avsec, D., Kapuağası, A., Kaymak, Ç., Kovach, L., Şencan, I., Meço, B., Özçelik, M., Ünal, N., Lazaridis, C., Jenni-Moser, B., Jeitziner, M.M., Galassi, M.S., Sales, F.L., de Moraes, K.C.L., Batista, C.L., Júnior, J.A.D.S., Marcari, T.B., Lobato, R., Castro, C.S.A.A., de Souza, L.M., Rodrigues, F.F.P., Correa, N.G., Pelegrini, A.M., Eid, R.A.C., Timenetsky, K.T., Cazati, D., Lobato, M., Diniz, P.S., Rocha, L.L., Cavalheiro, A.M., Lucinio, N.M., Santos, E.R., Norrenberg, M., Gleize, A., Preiser, J.C., Simón, I.F., Carmona, S.A., Valhonrat, I.L., Domínguez, J.P., Abellán, A.N., Almudévar, P.M., Dávila, F., Rubio, J.J., Ramos, A.J., Reina, Á.J.R., López, N.P., Pérez, M.A., Apolo, D.X.C., Villén, L.M., López, F.M.P., García, I.P., Izurieta, J.R.N., Guerrero, J.J.E., Renal Transplantation HUVR, Calvert, S., Quint, M., Adeniji, K., Young, R., Shevill, D.D., Robertson, E., Garside, P., Walter, E., Isotti, P., De Vecchi, M.M., Perduca, A.E., Negro, A., Villa, G., Manara, D.F., Cabrini, L., Zangrillo, A., Frencken, J.F., van Baal, L., Peelen, L.M., Donker, D.W., Horn, J., van der Poll, T., van Klei, W.A., Bonten, M.J.M., Cremer, O.L., Menard, C.E., Kumar, A., Rimmer, E., Doucette, S., Turgeon, A.F., Houston, B.L., Houston, D.S., Zarychanski, R., Pinto, B.B., Carrara, M., Ferrario, M., Bendjelid, K., Nunes, J., Diaz, P., Silva, G., Escórcio, S., Chaves, S., Jardim, M., Fernandes, N., Câmara, M., Duarte, R., Pereira, C.A., Vieira, J., Nóbrega, J.J., Robles, C.M.C., de 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Spronk, P.E., Sinha, K., Luney, M., Palmer, K., Keating, L., Abu-Habsa, M., Bahl, R., Baskaralingam, N., Ahmad, A., Kanapeckaite, L., Bhatti, P., Glace, S., Jeyabraba, S., Lewis, H.F., Kostopoulos, A., Raja, M., West, A., Ely, A., Turkoglu, L.M., Zolfaghari, P., Baptista, J.P., Marques, M.P., Martins, P., Pimentel, J., Gupta, D., Su, Y.C., Villacres, S., Stone, M.E., Parsikia, A., Medar, S., O'Dea, K.P., Porter, J., Tirlapur, N., Jonathan, J.M., Singh, S., Takata, M., Critical Care Research Group, Abu-Habsa, M., Ahmad, A., McWhirter, E., Lyon, R., Hariz, M.L., Azmi, E., Alkhan, J., Honeybul, S., Movsisyan, V., Petrikov, S., Marutyan, Z., Aliev, I., Evdokimov, A., Antonucci, E., Merz, T., Hartmann, C., Pelosi, P., Calzia, E., Radermacher, P., Nußbaum, B., Hartmann, C., Huber-Lang, M., Gröger, M., Radermacher, P., Nußbaum, B., Nußbaum, B., Antonucci, E., Calzia, E., Pelosi, P., Radermacher, P., Hartmann, C., Svoren-Jabalera, E., Davenport, E.E., Humburg, P., Knight, J., Hinds, C.J., Jun, I.J., Kim, W.J., Lee, E.H., Besch, G., Perrotti, A., Puyraveau, M., Carteron, L., Baltres, M., Samain, E., Chocron, S., Pili-Floury, S., Plata-Menchaca, E.P., Sabater-Riera, J., Estruch, M., Boza, E., Sbraga, F., Toscana-Fernández, J., Bruguera-Pellicer, E., Ordoñez-Llanos, J., Pérez-Fernández, X.L., SIRAKI group, Cavaleiro, P., Tralhão, A., Arrigo, M., Lopes, J.P., Lebrun, M., Cholley, B., PerezVela, J.L., MarinMateos, H., Rivera, J.J.J., Llorente, M.A.A., De Marcos, B.G., Fernandez, F.J.G., Laborda, C.G., Zamora, D.F., Grupo ESBAGA, Delgado, J.C.L., Imperiali, C., Berbel-Franco, D., Dastis, M., Moreno-Gonzalez, G., Perez-Sanchez, J., Romera-Peregrina, I., Abellan-Lencina, R., Martinez-Pascual, A., Fuentes-Mila, V., Gonzalez-Romero, M., Górka, J., Górka, K., Iwaniec, T., Frołow, M., Polok, K., Fronczek, J., Kózka, M., Musiał, J., Szczeklik, W., Pérez, A.G., Ordoñez, P.F., Giribet, A., Cuervo, M.A.A., Cuervo, R.A., Esteban, M.A.R., Fraile, L.I., Mittelbrum, C.P., Albaiceta, G.M., Ampatzidou, F., Sileli, M., Kehagioglou, G., Madesis, A., Karaiskos, T., Moursia, C., Maleoglou, H., Leleki, K., Drossos, G., Uz, Z., Ince, Y., Papatella, R., Bulent, E., Guerci, P., Ince, C., De Mol, B., Vicka, V., Gineityte, D., Ringaitiene, D., Norkiene, I., Sipylaite, J., Möller, C., Fleischmann, C., Thomas-Rueddel, D.O., Vlasakov, V., Rochwerg, B., Theurer, P., Gattinoni, L., Reinhart, K., Hartog, C.S., Pérez, A.G., Al Sibai, J.Z., Camblor, P.M., Fernandez, P.A., Gala, J.M.G., Guisasola, J.S., Albaiceta, G.M., Tamura, T., Yatabe, T., Miyajima, I., Yamashita, K., Yokoyama, M., Ampatzidou, F., Kehagioglou, G., Dalampini, E., Nastou, M., Baddour, A., Ignatiadis, A., Asteri, T., Drossos, G., Hathorn, K.E., Purtle, S.W., Horkan, C.M., Gibbons, F.K., Christopher, K.B., Viana, M.V., Tonietto, T.A., Gross, L.A., Costa, V.L., Tavares, A.L.J., Lisboa, B.O., Moraes, R.B., Vieira, S.R., Viana, L.V., Azevedo, M.J., Ceniccola, G.D., Pequeno, R.S.F., Holanda, T.P., Mendonça, V.S., Araújo, W.M.C., Carvalho, L.S.F., Segaran, E., Vickers, L., Brinchmann, K., Wignall, I., Rubulotta, F., De Brito-Ashurst, I., Del Olmo, R., Esteban, M.J., Vaquerizo, C., Carreño, R., Gálvez, V., Kaminsky, G., Nieto, B., Fuentes, M., De la Torre, M.A., Torres, E., Alonso, A., Velayos, C., Saldaña, T., Escribá, A., Grip, J., Kölegård, R., Sundblad, P., Rooyackers, O., Naser, B., Jaziri, F., Jazia, A.B., Barghouth, M., Hentati, O., Skouri, W., El Euch, M., Mahfoudhi, M., Turki, S., Abdelghni, K.B., Abdallah, B., Maha, B.N.M., Cánovas, J., Sotos, F., López, A., Lorente, M., Burruezo, A., Torres, D., Polok, K., Włudarczyk, A., Górka, J., Hałek, A., Musiał, J., Szczeklik, W., Jazia, A.B., Jaziri, F., Bargouth, M., Bennasr, M., Turki, S., Abdelghani, K.B., Abdallah, T.B., de Grooth, H.J., Geenen, I.L., Parienti, J.J., Straaten, H.M.O.V., Shum, H.P., King, H.S., Chan, K.C., Yan, W.W., Londoño, J.G., Cardenas, C.L., Pedrosa, M.M., Gubianas, C.M., Bertolin, C.F., Batllori, N.V., Sirvent, J.M., Wykes, K., Jack, J., Morgan, P., Mukhopadhyay, A., Chan, H.Y., Kowitlawakul, Y., Remani, D., Leong, C.S.F., Henry, C.J., Puthucheary, Z.A., Mendsaikhan, N., Begzjav, T., Lundeg, G., Dünser, M., Espinoza, E.D.V., Welsh, S.P., Motta, M.F., Guerra, E., Zerpa, M.C.L., Zechner, F., Furche, M., Berdaguer, F., Birri, P.N.R., Risso-Vazquez, A., Dubin, A., Masevicius, F.D., Greaney, D., Magee, A., Fitzpatrick, G., Lugo-Cob, R.G., Sánchez-Hurtado, L.A., Arvizu-Tachiquín, P.C., Tejeda-Huezo, B.C., Cano-Oviedo, A.A., Baltazar-Torres, J.A., Aydogan, M.S., Togal, T., Taha, A., Chai, H.Z., Kam, C., Razali, S.S.Y., Sivasamy, V., Kuan, L.Y., Poulose, V., Morales, M.A.L., Castro, S., Pires, T., Melão, L., Krystopchuk, A., Pereira, I., Granja, C., Taniguchi, L.U., Pires, E.M.C., Vieira, J.M., & Azevedo, L.C.P. (2016). ESICM LIVES 2016: part two : Milan, Italy. 1-5 October 2016. Intensive Care Med Exp, 4(Suppl 1), 30.Springer Science and Business Media LLC. doi: 10.1186/s40635-016-0099-9.

Zhang, L.A., Parker, R.S., Swigon, D., Banerjee, I., Bahrami, S., Redl, H., & Clermont, G. (2016). A One-Nearest-Neighbor Approach to Identify the Original Time of Infection Using Censored Baboon Sepsis Data. CRITICAL CARE MEDICINE, 44(6), E432-E442.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCM.0000000000001623.

Chen, L., Dubrawski, A., Clermont, G., Hravnak, M., & Pinsky, M.R. (2015). Modelling Risk of Cardio-Respiratory Instability as a Heterogeneous Process. AMIA Annu Symp Proc, 2015, 1841-1850.

Clermont, G., & Zenker, S. (2015). The inverse problem in mathematical biology. MATHEMATICAL BIOSCIENCES, 260, 11-15.Elsevier BV. doi: 10.1016/j.mbs.2014.09.001.

Holder, A.L., & Clermont, G. (2015). Using What You Get Dynamic Physiologic Signatures of Critical Illness. CRITICAL CARE CLINICS, 31(1), 133-+.Elsevier BV. doi: 10.1016/j.ccc.2014.08.007.

Kellum, J.A., Sileanu, F.E., Murugan, R., Lucko, N., Shaw, A.D., & Clermont, G. (2015). Classifying AKI by Urine Output versus Serum Creatinine Level. JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 26(9), 2231-2238.Ovid Technologies (Wolters Kluwer Health). doi: 10.1681/ASN.2014070724.

Malkin, A.D., Sheehan, R.P., Mathew, S., Federspiel, W.J., Redl, H., & Clermont, G. (2015). A Neutrophil Phenotype Model for Extracorporeal Treatment of Sepsis. In Tan, K. (Ed.). PLOS COMPUTATIONAL BIOLOGY, 11(10), e1004314.Public Library of Science (PLoS). doi: 10.1371/journal.pcbi.1004314.

Mochan-Keef, E., Swigon, D., Ermentrout, G.B., & Clermont, G. (2015). A Three-Tiered Study of Differences in Murine Intrahost Immune Response to Multiple Pneumococcal Strains. In Hozbor, D.F. (Ed.). PLOS ONE, 10(8), e0134012.Public Library of Science (PLoS). doi: 10.1371/journal.pone.0134012.

Price, I., Mochan-Keef, E.D., Swigon, D., Ermentrout, G.B., Lukens, S., Toapanta, F.R., Ross, T.M., & Clermont, G. (2015). The inflammatory response to influenza A virus (H1N1): An experimental and mathematical study. JOURNAL OF THEORETICAL BIOLOGY, 374, 83-93.Elsevier BV. doi: 10.1016/j.jtbi.2015.03.017.

Sileanu, F.E., Murugan, R., Lucko, N., Clermont, G., Kane-Gill, S.L., Handler, S.M., & Kellum, J.A. (2015). AKI in Low-Risk versus High-Risk Patients in Intensive Care. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 10(2), 187-196.Ovid Technologies (Wolters Kluwer Health). doi: 10.2215/CJN.03200314.

Lukens, S., DePasse, J., Rosenfeld, R., Ghedin, E., Mochan, E., Brown, S.T., Grefenstette, J., Burke, D.S., Swigon, D., & Clermont, G. (2014). A large-scale immuno-epidemiological simulation of influenza A epidemics. BMC PUBLIC HEALTH, 14(1), 1019.Springer Science and Business Media LLC. doi: 10.1186/1471-2458-14-1019.

Mochan, E., Swigon, D., Ermentrout, G.B., Lukens, S., & Clermont, G. (2014). A mathematical model of intrahost pneumococcal pneumonia infection dynamics in murine strains. JOURNAL OF THEORETICAL BIOLOGY, 353, 44-54.Elsevier BV. doi: 10.1016/j.jtbi.2014.02.021.

Mourani, P.M., Kinsella, J.P., Clermont, G., Kong, L., Perkins, A.M., Weissfeld, L., Cutter, G., Linde-Zwirble, W.T., Abman, S.H., Angus, D.C., Watson, R.S., & Oxide, P.O.N. (2014). Intensive Care Unit Readmission during Childhood after Preterm Birth with Respiratory Failure. JOURNAL OF PEDIATRICS, 164(4), 749-U110.Elsevier BV. doi: 10.1016/j.jpeds.2013.11.062.

Peng, Z.Y., Bishop, J.V., Wen, X.Y., Elder, M.M., Zhou, F., Chuasuwan, A., Carter, M.J., Devlin, J.E., Kaynar, A.M., Singbart, K., Pike, F., Parker, R.S., Clermont, G., Federspiel, W.J., & Kellum, J.A. (2014). Modulation of chemokine gradients by apheresis redirects leukocyte trafficking to different compartments during sepsis, studies in a rat model. CRITICAL CARE, 18(4), R141.Springer Science and Business Media LLC. doi: 10.1186/cc13969.

Wu, C., Rosenfeld, R., & Clermont, G. (2014). Using Data-Driven Rules to Predict Mortality in Severe Community Acquired Pneumonia. In Salluh, J.I.F. (Ed.). PLOS ONE, 9(4), e89053.Public Library of Science (PLoS). doi: 10.1371/journal.pone.0089053.

Barber, J., Tronzo, M., Horvat, C.H., Clermont, G., Upperman, J., Vodovotz, Y., & Yotov, I. (2013). A three-dimensional mathematical and computational model of necrotizing enterocolitis. JOURNAL OF THEORETICAL BIOLOGY, 322, 17-32.Elsevier BV. doi: 10.1016/j.jtbi.2012.11.018.

Clermont, G. (2013). Translational Equation-Based Modeling. In Complex Systems and Computational Biology Approaches to Acute Inflammation. 9781461480082, (pp. 11-28).Springer New York. doi: 10.1007/978-1-4614-8008-2_2.

Guillame-Bert, M., Dubrawski, A., Chen, L., Hravnak, M., Pinsky, M., & Clermont, G. (2013). LEARNING TEMPORAL RULES TO FORECAST INSTABILITY IN INTENSIVE CARE PATIENTS. INTENSIVE CARE MEDICINE, 39(Suppl 2), S470.Springer Science and Business Media LLC. doi: 10.1007/s00134-013-3095-5.

Hauskrecht, M., Batal, I., Valko, M., Visweswaran, S., Cooper, G.F., & Clermont, G. (2013). Outlier detection for patient monitoring and alerting. JOURNAL OF BIOMEDICAL INFORMATICS, 46(1), 47-55.Elsevier BV. doi: 10.1016/j.jbi.2012.08.004.

Ho, T., Clermont, G., & Parker, R.S. (2013). A model of neutrophil dynamics in response to inflammatory and cancer chemotherapy challenges. COMPUTERS & CHEMICAL ENGINEERING, 51, 187-196.Elsevier BV. doi: 10.1016/j.compchemeng.2012.07.003.

Hravnak, M., Chen, L., Bose, E., Fiterau, M., Guillame-Bert, M., Dubrawski, A., Clermont, G., & Pinsky, M.R. (2013). ARTIFACT PATTERNS IN CONTINUOUS NONINV ASIVE MONETORENC OF PATIENTS. INTENSIVE CARE MEDICINE, 39(Suppl 2), S405.

Zenker, S., Kim, H.K., Clermont, G., & Pinsky, M.R. (2013). Robust Model-Based Quantification of Global Ventricular Torsion from Spatially Sparse Three-Dimensional Time Series Data by Orthogonal Distance Regression: Evaluation in a Canine Animal Model Under Different Pacing Regimes. PACE-PACING AND CLINICAL ELECTROPHYSIOLOGY, 36(1), 13-23.Wiley. doi: 10.1111/j.1540-8159.2012.03496.x.

Castro, R.A., Angus, D.C., Hong, S.Y., Lee, C., Weissfeld, L.A., Clermont, G., & Rosengart, M.R. (2012). Light and the outcome of the critically ill: an observational cohort study. CRITICAL CARE, 16(4), R132.Springer Science and Business Media LLC. doi: 10.1186/cc11437.

Clermont, G. (2012). Is comparing intensive care unit and hospital performance based on administrative data obsolete?. CRITICAL CARE MEDICINE, 40(2), 654-655.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCM.0b013e318240fa3e.

Gomez, H., Mesquida, J., Hermus, L., Polanco, P., Kim, H.K., Zenker, S., Torres, A., Namas, R., Vodovotz, Y., Clermont, G., Puyana, J.C., & Pinsky, M.R. (2012). Physiologic responses to severe hemorrhagic shock and the genesis of cardiovascular collapse: Can irreversibility be anticipated?. JOURNAL OF SURGICAL RESEARCH, 178(1), 358-369.Elsevier BV. doi: 10.1016/j.jss.2011.12.015.

Peng, Z.Y., Wang, H.Z., Carter, M.J., Dileo, M.V., Bishop, J.V., Zhou, F.H., Wen, X.Y., Rimmele, T., Singbartl, K., Federspiel, W.J., Clermont, G., & Kellum, J.A. (2012). Acute removal of common sepsis mediators does not explain the effects of extracorporeal blood purification in experimental sepsis. KIDNEY INTERNATIONAL, 81(4), 363-369.Elsevier BV. doi: 10.1038/ki.2011.320.

Song, S.O., Hogg, J., Peng, Z.Y., Parker, R., Kellum, J.A., & Clermont, G. (2012). Correction: ensemble models of neutrophil trafficking in severe sepsis. PLoS Comput Biol, 8(8).Public Library of Science (PLoS). doi: 10.1371/annotation/4ca315e7-1219-46fd-af5c-c29b8e6ecf93.

Song, S.O.K., Hogg, J., Peng, Z.Y., Parker, R., Kellum, J.A., & Clermont, G. (2012). Ensemble Models of Neutrophil Trafficking in Severe Sepsis. In Papin, J.A. (Ed.). PLOS COMPUTATIONAL BIOLOGY, 8(3), e1002422.Public Library of Science (PLoS). doi: 10.1371/journal.pcbi.1002422.

Castro, R., Hong, S., Lee, C., Weissfeld, L., Clermont, G., Angus, D., & Rosengart, M. (2011). Sunlight exposure does not influence ICU survival. Critical Care, 15(S1).Springer Science and Business Media LLC. doi: 10.1186/cc9954.

Clermont, G., Kong, L., Weissfeld, L.A., Lave, J.R., Rubenfeld, G.D., Roberts, M.S., Jr, C.A.F., Bernard, G.R., Thompson, B.T., Wheeler, A.P., Angus, D.C., & Network, N.H.L.B.I.A.R.D.S.C.T. (2011). The Effect of Pulmonary Artery Catheter Use on Costs and Long-Term Outcomes of Acute Lung Injury. In Malaga, G. (Ed.). PLOS ONE, 6(7), e22512.Public Library of Science (PLoS). doi: 10.1371/journal.pone.0022512.

Nabors, S., Bountourelis, T., Schaefer, A., Luangkesorn, L., Kharoufeh, J., Maillart, L., Yang, W., & Clermont, G. (2011). Cost impact of blocking: predictability of ICU patient throughput and cost variance using process modeling. Critical Care, 15.Springer Science and Business Media LLC. doi: 10.1186/cc9880.

Nguyen, Y.L., Milbrandt, E.B., Weissfeld, L.A., Kahn, J.M., Chiche, J.D., Aegerter, P., Clermont, G., Kellum, J.A., Guidet, B., & Angus, D.C. (2011). Intensive care unit renal support therapy volume is not associated with patient outcome. CRITICAL CARE MEDICINE, 39(11), 2470-2477.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCM.0b013e3182257631.

Day, J., Rubin, J., & Clermont, G. (2010). USING NONLINEAR MODEL PREDICTIVE CONTROL TO FIND OPTIMAL THERAPEUTIC STRATEGIES TO MODULATE INFLAMMATION. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 7(4), 739-763.American Institute of Mathematical Sciences (AIMS). doi: 10.3934/mbe.2010.7.739.

Donze, A., Clermont, G., & Langmead, C.J. (2010). Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology. JOURNAL OF COMPUTATIONAL BIOLOGY, 17(3), 325-336.Mary Ann Liebert Inc. doi: 10.1089/cmb.2009.0172.

Huang, D.T., Clermont, G., Kong, L., Weissfeld, L.A., Sexton, J.B., Rowan, K.M., & Angus, D.C. (2010). Intensive care unit safety culture and outcomes: a US multicenter study^†. INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE, 22(3), 151-161.Oxford University Press (OUP). doi: 10.1093/intqhc/mzq017.

Parker, R.S., & Clermont, G. (2010). Systems engineering medicine: engineering the inflammation response to infectious and traumatic challenges. JOURNAL OF THE ROYAL SOCIETY INTERFACE, 7(48), 989-1013.The Royal Society. doi: 10.1098/rsif.2009.0517.

Peng, Z., Singbartl, K., Simon, P., Rimmele, T., Bishop, J., Clermont, G., & Kellum, J.A. (2010). Blood Purification in Sepsis: A New Paradigm. CARDIORENAL SYNDROMES IN CRITICAL CARE, 165, 322-328.S. Karger AG. doi: 10.1159/000313773.

Reynolds, A., Ermentrout, G.B., & Clermont, G. (2010). A mathematical model of pulmonary gas exchange under inflammatory stress. JOURNAL OF THEORETICAL BIOLOGY, 264(2), 161-173.Elsevier BV. doi: 10.1016/j.jtbi.2010.01.011.

Srisawat, N., Murugan, R., Wen, X., Singbartl, K., Clermont, G., Eiam-Ong, S., & Kellum, J.A. (2010). Recovery from Acute Kidney Injury: Determinants and Predictors. CARDIORENAL SYNDROMES IN CRITICAL CARE, 165, 284-291.S. Karger AG. doi: 10.1159/000313768.

Whitcomb, D.C., Muddana, V., Langmead, C.J., Jr, H.F.D., Guenther, A., Eagon, P.K., Mayerle, J., Aghdassi, A.A., Weiss, F.U., Evans, A., Lamb, J., Clermont, G., Lerch, M.M., & Papachristou, G.I. (2010). Angiopoietin-2, a Regulator of Vascular Permeability in Inflammation, Is Associated With Persistent Organ Failure in Patients With Acute Pancreatitis From the United States and Germany. AMERICAN JOURNAL OF GASTROENTEROLOGY, 105(10), 2287-2292.Ovid Technologies (Wolters Kluwer Health). doi: 10.1038/ajg.2010.183.

Zavada, J., Hoste, E., Cartin-Ceba, R., Calzavacca, P., Gajic, O., Clermont, G., Bellomo, R., Kellum, J.A., & Investigators, A. (2010). A comparison of three methods to estimate baseline creatinine for RIFLE classification. NEPHROLOGY DIALYSIS TRANSPLANTATION, 25(12), 3911-3918.Oxford University Press (OUP). doi: 10.1093/ndt/gfp766.

Clermont, G., Auffray, C., Moreau, Y., Rocke, D.M., Dalevi, D., Dubhashi, D., Marshall, D.R., Raasch, P., Dehne, F., Provero, P., Tegner, J., Aronow, B.J., Langston, M.A., & Benson, M. (2009). Bridging the gap between systems biology and medicine. GENOME MEDICINE, 1(9), 88.Springer Science and Business Media LLC. doi: 10.1186/gm88.

Constantine, G.M., Bartels, J., Chow, C.C., Clermont, G., & Vodovotz, Y. (2009). A linear code parameter search algorithm with applications to immunology. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 42(1), 155-171.Springer Science and Business Media LLC. doi: 10.1007/s10589-007-9118-9.

Dreisigmeyer, D.W., Rosenfeld, R., DePasse, J.V., Ghedin, E., Price, I., & Clermont, G. (2009). A multi-reservoir model of influenza evolution. J Crit Care, 24(3), e33-e34.Elsevier BV. doi: 10.1016/j.jcrc.2009.06.040.

Namas, R., Ghuma, A., Torres, A., Polanco, P., Gomez, H., Barclay, D., Gordon, L., Zenker, S., Kim, H.K., Hermus, L., Zamora, R., Rosengart, M.R., Clermont, G., Peitzman, A., Billiar, T.R., Ochoa, J., Pinsky, M.R., Puyana, J.C., & Vodovotz, Y. (2009). An Adequately Robust Early TNF-α Response Is a Hallmark of Survival Following Trauma/Hemorrhage. In Ojcius, D.M. (Ed.). PLOS ONE, 4(12), e8406.Public Library of Science (PLoS). doi: 10.1371/journal.pone.0008406.

Tegner, J.N., Compte, A., Auffray, C., An, G., Cedersund, G., Clermont, G., Gutkin, B., Oltvai, Z.N., Stephan, K.E., Thomas, R., & Villoslada, P. (2009). Computational disease modeling - fact or fiction?. BMC SYSTEMS BIOLOGY, 3(1), 56.Springer Science and Business Media LLC. doi: 10.1186/1752-0509-3-56.

Watson, R.S., Clermont, G., Kinsella, J.P., Kong, L., Arendt, R.E., Cutter, G., Linde-Zwirble, W.T., Abman, S.H., Angus, D.C., & In, P.O.N.O. (2009). Clinical and Economic Effects of iNO in Premature Newborns With Respiratory Failure at 1 Year. PEDIATRICS, 124(5), 1333-1343.American Academy of Pediatrics (AAP). doi: 10.1542/peds.2009-0114.

Zenker, S., Polanco, P.M., Torres, A., Clermont, G., Kim, H.K., Vodovotz, Y., Pinsky, M.R., Namas, R.A., & Puyana, J.C. (2009). Very low frequency variability in the peripheral circulation: the possibility of plethysmographic quantification. EUROPEAN JOURNAL OF ANAESTHESIOLOGY, 26(6), 522-524.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/EJA.0b013e3283297539.

Daun, S., Rubin, J., Vodovotz, Y., & Clermont, G. (2008). Equation-based models of dynamic biological systems. JOURNAL OF CRITICAL CARE, 23(4), 585-594.Elsevier BV. doi: 10.1016/j.jcrc.2008.02.003.

Daun, S., Rubin, J., Vodovotz, Y., Roy, A., Parker, R., & Clermont, G. (2008). An ensemble of models of the acute inflammatory response to bacterial lipopolysaccharide in rats: Results from parameter space reduction. JOURNAL OF THEORETICAL BIOLOGY, 253(4), 843-853.Elsevier BV. doi: 10.1016/j.jtbi.2008.04.033.

Hartman, M., Watson, R.S., Linde-Zwirble, W., Clermont, G., Lave, J., Weissfeld, L., Kochanek, P., & Angus, D. (2008). Pediatric traumatic brain injury is inconsistently regionalized in the United States. PEDIATRICS, 122(1), E172-E180.American Academy of Pediatrics (AAP). doi: 10.1542/peds.2007-3399.

Kumar, R., Chow, C.C., Bartels, J.D., Clermont, G., & Vodovotz, Y. (2008). A mathematical simulation of the inflammatory response to anthrax infection. SHOCK, 29(1), 104-111.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/SHK.0b013e318067da56.

Li, N.Y.K., Verdolini, K., Clermont, G., Mi, Q., Rubinstein, E.N., Hebda, P.A., & Vodovotz, Y. (2008). A Patient-Specific in silico Model of Inflammation and Healing Tested in Acute Vocal Fold Injury. In Csete, M. (Ed.). PLOS ONE, 3(7), e2789.Public Library of Science (PLoS). doi: 10.1371/journal.pone.0002789.

Milbrandt, E.B., Kersten, A., Rahim, M.T., Dremsizov, T.T., Clermont, G., Cooper, L.M., Angus, D.C., & Linde-Zwirble, W.T. (2008). Growth of intensive care unit resource use and its estimated cost in Medicare. CRITICAL CARE MEDICINE, 36(9), 2504-2510.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/CCM.0b013e318183ef84.

An, G., Hunt, C.A., Clermont, G., Neugebauer, E., & Vodovotz, Y. (2007). Challenges and rewards on the road to translational systems biology in acute illness: four case reports from interdisciplinary teams. JOURNAL OF CRITICAL CARE, 22(2), 169-175.Elsevier BV. doi: 10.1016/j.jcrc.2006.12.011.

Clermont, G. (2007). Modeling longitudinal data in acute illness. CRITICAL CARE, 11(4), 152.Springer Science and Business Media LLC. doi: 10.1186/cc5968.

Clermont, G., Vodovotz, Y., & Rubin, J. (2007). Equation-Based Models of Dynamic Biological Systems. In Endothelial Biomedicine. (pp. 1780-1785).Cambridge University Press. doi: 10.1017/cbo9780511546198.192.

Daun, S., & Clermont, G. (2007). In Silico Modeling in Infectious Disease. Drug Discov Today Dis Models, 4(3), 117-122.Elsevier BV. doi: 10.1016/j.ddmod.2007.09.001.

Hancioglu, B., Swigon, D., & Clermont, G. (2007). A dynamical model of human immune response to influenza A virus infection. JOURNAL OF THEORETICAL BIOLOGY, 246(1), 70-86.Elsevier BV. doi: 10.1016/j.jtbi.2006.12.015.

Hotchkiss, J.R., Sanders, M.H., Clermont, G., & Crooke, P.S. (2007). Preventing "bored-lung disease" when treating patients with ventilatory failure. CRITICAL CARE MEDICINE, 35(7), 1797-1799.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000269360.74281.1D.

Huang, D.T., Clermont, G., Dremsizov, T.T., & Angus, D.C. (2007). Implementation of early goal-directed therapy for severe sepsis and septic shock: A decision analysis. CRITICAL CARE MEDICINE, 35(9), 2090-2100.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000281636.82971.92.

Huang, D.T., Clermont, G., Sexton, J.B., Karlo, C.A., Miller, R.G., Weissfeld, L.A., Rowan, K.M., & Angus, D.C. (2007). Perceptions of safety culture vary across the intensive care units of a single institution. CRITICAL CARE MEDICINE, 35(1), 165-176.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000251505.76026.CF.

Mi, Q., Riviere, B., Clermont, G., Steed, D.L., & Vodovotz, Y. (2007). Agent-based model of inflammation and wound healing:: insights into diabetic foot ulcer pathology and the role of transforming growth factor-β1. WOUND REPAIR AND REGENERATION, 15(5), 671-682.Wiley. doi: 10.1111/j.1524-475X.2007.00271.x.

Papachristou, G.I., Clermont, G., Sharma, A., Yadav, D., & Whitcomb, D.C. (2007). Risk and markers of severe acute pancreatitis. GASTROENTEROLOGY CLINICS OF NORTH AMERICA, 36(2), 277-+.Elsevier BV. doi: 10.1016/j.gtc.2007.03.003.

Upperman, J.S., Camerini, V., Lugo, B., Yotov, I., Sullivan, J., Rubin, J., Clermont, G., Zamora, R., Ermentrout, G.B., Ford, H.R., & Vodovotz, Y. (2007). Mathematical modeling in necrotizing enterocotitis a new took at an ongoing problem. JOURNAL OF PEDIATRIC SURGERY, 42(3), 445-453.Elsevier BV. doi: 10.1016/j.jpedsurg.2006.10.053.

Vodovotz, Y., Clermont, G., Hunt, C.A., Lefering, R., Bartels, J., Seydel, R., Hotchkiss, J., Ta'asan, S., Neugebauer, E., & An, G. (2007). Evidence-based modeling of critical illness: an initial consensus from the Society for Complexity in Acute Illness. JOURNAL OF CRITICAL CARE, 22(1), 77-84.Elsevier BV. doi: 10.1016/j.jcrc.2006.12.001.

Zenker, S., Clermont, G., & Pinsky, M.R. (2007). Using Mathematical Models to Improve the Utility of Quantitative ICU Data. In Intensive Care Medicine, Vincent, J.L. (Ed.). (pp. 479-492).Springer New York. doi: 10.1007/978-0-387-49518-7_43.

Zenker, S., Polanco, P.M., Kim, H.K., Torres, A., Vodovotz, Y., Clermont, G., Pinsky, M.R., Severyn, D.A., & Puyana, J.C. (2007). Thresholded area over the curve of spectrometric tissue oxygen saturation as an indicator of volume resuscitability in porcine hemorrhagic shock. JOURNAL OF TRAUMA-INJURY INFECTION AND CRITICAL CARE, 63(3), 573-578.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/TA.0b013e31812f6095.

Zenker, S., Rubin, J., & Clermont, G. (2007). From inverse problems in mathematical physiology to quantitative differential diagnoses. In Tucker-Kellogg, G. (Ed.). PLOS COMPUTATIONAL BIOLOGY, 3(11), 2072-2086.Public Library of Science (PLoS). doi: 10.1371/journal.pcbi.0030204.

Angus, D.C., Clermont, G., Linde-Zwirble, W.T., Musthafa, A.A., Dremsizov, T.T., Lidicker, J., Lave, J.R., & Investigators, N. (2006). Healthcare costs and long-term outcomes after acute respiratory distress syndrome: A phase III trial of inhaled nitric oxide. CRITICAL CARE MEDICINE, 34(12), 2885-2890.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000248727.29055.25.

Clermont, G. (2006). Toward a framework for evidence-based modeling. JOURNAL OF CRITICAL CARE, 21(1), 110-111.Elsevier BV. doi: 10.1016/j.jcrc.2005.12.010.

Day, J., Rubin, J., Vodovotz, Y., Chow, C.C., Reynolds, A., & Clermont, G. (2006). A reduced mathematical model of the acute inflammatory response II. Capturing scenarios of repeated endotoxin administration. JOURNAL OF THEORETICAL BIOLOGY, 242(1), 237-256.Elsevier BV. doi: 10.1016/j.jtbi.2006.02.015.

Dremsizov, T., Clermont, G., Kellum, J.A., Kalassian, K.G., Fine, M.J., & Angus, D.C. (2006). Severe sepsis in community-acquired pneumonia - When does it happen, and do systemic inflammatory response syndrome criteria help predict course?. CHEST, 129(4), 968-978.Elsevier BV. doi: 10.1378/chest.129.4.968.

Galhotra, S., Scholle, C.C., Dew, M.A., Mininni, N.C., Clermont, G., & DeVita, M.A. (2006). Medical emergency teams: a strategy for improving patient care and nursing work environments. JOURNAL OF ADVANCED NURSING, 55(2), 180-187.Wiley. doi: 10.1111/j.1365-2648.2006.03901.x.

Hoste, E.A.J., Clermont, G., Kersten, A., Venkataraman, R., Angus, D.C., De Bacquer, D., & Kellum, J.A. (2006). RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis. CRITICAL CARE, 10(3), R73.Springer Science and Business Media LLC. doi: 10.1186/cc4915.

Lagoa, C.E., Bartels, J., Baratt, A., Tseng, G., Clermont, G., Fink, M.P., Billiar, T.R., & Vodovotz, Y. (2006). The role of initial trauma in the host's response to injury and hemorrhage: Insights from a correlation of mathematical simulations and hepatic transcriptomic analysis. SHOCK, 26(6), 592-600.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.shk.0000232272.03602.0a.

Milbrandt, E.B., Clermont, G., Martinez, J., Kersten, A., T Rahim, M., & Angus, D.C. (2006). Predicting late anemia in critical illness. CRITICAL CARE, 10(1), R39.Springer Science and Business Media LLC. doi: 10.1186/cc4847.

Prince, J.M., Levy, R.M., Bartels, J., Baratt, A., III, K.J.M., Lagoa, C., Rubin, J., Day, J., Wei, J., Fink, M.P., Goyert, S.M., Clermont, G., Billiar, T.R., & Vodovotz, Y. (2006). In silico and in vivo approach to elucidate the inflammatory complexity of CD14-deficient mice. MOLECULAR MEDICINE, 12(4-6), 88-96.Springer Science and Business Media LLC. doi: 10.2119/2006-00012.Prince.

Reynolds, A., Rubin, J., Clermont, G., Day, J., Vodovotz, Y., & Ermentrout, G.B. (2006). A reduced mathematical model of the acute inflammatory response: I. Derivation of model and analysis of anti-inflammation. JOURNAL OF THEORETICAL BIOLOGY, 242(1), 220-236.Elsevier BV. doi: 10.1016/j.jtbi.2006.02.016.

Vodovotz, Y., Chow, C.C., Bartels, J., Lagoa, C., Prince, J.M., Levy, R.M., Kumar, R., Day, J., Rubin, J., Constantine, G., Illiar, T.R., Fink, M.P., & Clermont, G. (2006). In silico models of acute inflammation in animals. SHOCK, 26(3), 235-244.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.shk.0000225413.13866.fo.

Al-Nakeeb, S., & Clermont, G. (2005). Procalcitonin testing has the potential to reduce unnecessary antibiotic use in patients with suspected lower respiratory tract infections. CRITICAL CARE, 9(3), E5.Springer Science and Business Media LLC. doi: 10.1186/cc3496.

Chow, C.C., Clermont, G., Kumar, R., Lagoa, C., Tawadrous, Z., Gallo, D., Betten, B., Bartels, J., Constantine, G., Fink, M.P., Billiar, T.R., & Vodovotz, Y. (2005). The acute inflammatory response in diverse shock states. SHOCK, 24(1), 74-84.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.shk.0000168526.97716.f3.

Clermont, G. (2005). Artificial neural networks as prediction tools in the critically ill. CRITICAL CARE, 9(2), 153-154.Springer Science and Business Media LLC. doi: 10.1186/cc3507.

Clermont, G., & Neugebauer, E.A.M. (2005). Systems biology and translational research. JOURNAL OF CRITICAL CARE, 20(4), 381-382.Elsevier BV. doi: 10.1016/j.jcrc.2005.09.015.

Milbrandt, E.B., Kersten, A., Kong, L., Weissfeld, L.A., Clermont, G., Fink, M.P., & Angus, D.C. (2005). Haloperidol use is associated with lower hospital mortality in mechanically ventilated patients. CRITICAL CARE MEDICINE, 33(1), 226-229.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000150743.16005.9A.

Whitcomb, D.C., Aoun, E., Vodovotz, Y., Clermont, G., & Barmada, M.M. (2005). Evaluating disorders with a complex genetics basis - The future roles of meta-analysis and systems biology. DIGESTIVE DISEASES AND SCIENCES, 50(12), 2195-2202.Springer Science and Business Media LLC. doi: 10.1007/s10620-005-3033-7.

Angus, D.C., Clermont, G., Watson, R.S., & Linde-Zwirble, W.T. (2004). Inhaled nitric oxide and the societal perspective - Reply. PEDIATRICS, 113(6), 1851.

Clermont, G., Bartels, J., Kumar, R., Constantine, G., Vodovotz, Y., & Chow, C. (2004). In silico design of clinical trials:: A method coming of age. CRITICAL CARE MEDICINE, 32(10), 2061-2070.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000142394.28791.C3.

Clermont, G., Kaplan, V., Moreno, R., Vincent, J.L., Linde-Zwirble, W.T., Van Hout, B., & Angus, D.C. (2004). Dynamic microsimulation to model multiple outcomes in cohorts of critically ill patients. INTENSIVE CARE MEDICINE, 30(12), 2237-2244.Springer Science and Business Media LLC. doi: 10.1007/s00134-004-2456-5.

Clermont, G., Pinsky, M.R., & Angus, D.C. (2004). Let's be splitters, rather than "lumpers" - Reply. CRITICAL CARE MEDICINE, 32(6), 1440-1441.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000128967.92072.40.

Hansen, T.W.R. (2004). Inhaled nitric oxide and the societal perspective. Pediatrics, 113(6), 1849-1851.American Academy of Pediatrics (AAP). doi: 10.1542/peds.113.6.1849.

Kasal, J., Jovanovic, Z., Clermont, G., Weissfeld, L.A., Kaplan, V., Watson, S., & Angus, D.C. (2004). Comparison of Cox and Gray's survival models in severe sepsis. CRITICAL CARE MEDICINE, 32(3), 700-707.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000114819.37569.4B.

Kumar, R., Clermont, G., Vodovotz, Y., & Chow, C.C. (2004). The dynamics of acute inflammation. JOURNAL OF THEORETICAL BIOLOGY, 230(2), 145-155.Elsevier BV. doi: 10.1016/j.jtbi.2004.04.044.

Laterre, P.F., Levy, H., Clermont, G., Ball, D.E., Garg, R., Nelson, D.R., Dhainaut, J.F., & Angus, D.C. (2004). Hospital mortality and resource use in subgroups of the recombinant human activated Protein c worldwide Evaluation in severe sepsis (PROMSS) trial. CRITICAL CARE MEDICINE, 32(11), 2207-2218.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000145231.71605.D8.

Vodovotz, Y., Clermont, G., Chow, C., & An, G. (2004). Mathematical models of the acute inflammatory response. Curr Opin Crit Care, 10(5), 383-390.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.ccx.0000139360.30327.69.

Angus, D.C., Clermont, G., Watson, R.S., Linde-Zwirble, W.T., Clark, R.H., & Roberts, M.S. (2003). Cost-effectiveness of inhaled nitric oxide in the treatment of neonatal respiratory failure in the United States. Pediatrics, 112(6 Pt 1), 1351-1360. doi: 10.1542/peds.112.6.1351.

Angus, D.C., Clermont, G., Watson, R.S., Linde-Zwirble, W.T., Clark, R.H., & Roberts, M.S. (2003). Cost-effectiveness of inhaled nitric oxide in the treatment of neonatal respiratory failure in the United States. PEDIATRICS, 112(6), 1351-1360.American Academy of Pediatrics (AAP). doi: 10.1542/peds.112.6.1351.

Angus, D.C., Linde-Zwirble, W.T., Clermont, G., Ball, D.E., Basson, B.R., Ely, E.W., Laterre, P.F., Vincent, J.L., Bernard, G., van Hout, B., & Investigators, P.R.O.W.E.S.S. (2003). Cost-effectiveness of drotrecogin alfa (activated) in the treatment of severe sepsis. CRITICAL CARE MEDICINE, 31(1), 1-11.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/00003246-200301000-00001.

Clermont, G., Angus, D.C., Kalassian, K.G., Linde-Zwirble, W.T., Ramakrishnan, N., Linden, P.K., & Pinsky, M.R. (2003). Reassessing the value of short-term mortality in sepsis: Comparing conventional approaches to modeling. CRITICAL CARE MEDICINE, 31(11), 2627-2633.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/01.CCM.0000094233.35059.81.

Kaplan, V., Clermont, G., Griffin, M.F., Kasal, J., Watson, R.S., Linde-Zwirble, W.T., & Angus, D.C. (2003). Pneumonia - Still the old man's friend?. ARCHIVES OF INTERNAL MEDICINE, 163(3), 317-323.American Medical Association (AMA). doi: 10.1001/archinte.163.3.317.

Watson, R.S., Carcillo, J.A., Linde-Zwirble, W.T., Clermont, G., Lidicker, J., & Angus, D.C. (2003). The epidemiology of severe sepsis in children in the United States. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 167(5), 695-701.American Thoracic Society. doi: 10.1164/rccm.200207-682OC.

Angus, D.C., Marrie, T.J., Obrosky, D.S., Clermont, G., Dremsizov, T.T., Coley, C., Fine, M.J., Singer, D.E., & Kapoor, W.N. (2002). Severe community-acquired pneumonia - Use of intensive care services and evaluation of American and British Thoracic Society diagnostic criteria. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 166(5), 717-723.American Thoracic Society. doi: 10.1164/rccm.2102084.

Clermont, G., Acker, C.G., Angus, D.C., Sirio, C.A., Pinsky, M.R., & Johnson, J.P. (2002). Renal failure in the ICU: Comparison of the impact of acute renal failure and end-stage renal disease on ICU outcomes. KIDNEY INTERNATIONAL, 62(3), 986-996.Elsevier BV. doi: 10.1046/j.1523-1755.2002.00509.x.

Clermont, G., Angus, D.C., Linde-Zwirble, W.T., Griffin, M.F., Fine, M.J., & Pinsky, M.R. (2002). Does acute organ dysfunction predict patient-centered outcomes?. CHEST, 121(6), 1963-1971.Elsevier BV. doi: 10.1378/chest.121.6.1963.

Kaplan, V., Angus, D.C., Griffin, M.F., Clermont, G., Scott Watson, R., & Linde-Zwirble, W.T. (2002). Hospitalized community-acquired pneumonia in the elderly: age- and sex-related patterns of care and outcome in the United States. Am J Respir Crit Care Med, 165(6), 766-772.American Thoracic Society. doi: 10.1164/ajrccm.165.6.2103038.

Kaplan, V., Angus, D.C., Griffin, M.F., Clermont, G., Watson, R.S., & Linde-Zwirble, W.T. (2002). Hospitalized community-acquired pneumonia in the elderly - Age- and sex-related patterns of care and outcome in the united states. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 165(6), 766-772. doi: 10.1164/ajrccm.165.6.2103038.

Angus, D.C., Linde-Zwirble, W.T., Clermont, G., Griffin, M.F., & Clark, R.H. (2001). Epidemiology of neonatal respiratory failure in the United States - Projections from California and New York. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 164(7), 1154-1160.American Thoracic Society. doi: 10.1164/ajrccm.164.7.2012126.

Angus, D.C., Linde-Zwirble, W.T., Lidicker, J., Clermont, G., Carcillo, J., & Pinsky, M.R. (2001). Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care. CRITICAL CARE MEDICINE, 29(7), 1303-1310.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/00003246-200107000-00002.

Angus, D.C., Musthafa, A.A., Clermont, G., Griffin, M.F., Linde-Zwirble, W.T., Dremsizov, T.T., & Pinsky, M.R. (2001). Quality-adjusted survival in the first year after the acute respiratory distress syndrome. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 163(6), 1389-1394.American Thoracic Society. doi: 10.1164/ajrccm.163.6.2005123.

Clermont, G., Angus, D.C., DiRusso, S.M., Griffin, M., & Linde-Zwirble, W.T. (2001). Predicting hospital mortality for patients in the intensive care unit: A comparison of artificial neural networks with logistic regression models. CRITICAL CARE MEDICINE, 29(2), 291-296.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/00003246-200102000-00012.

Angus, D.C., Clermont, G., Kramer, D.J., Linde-Zwirble, W.T., & Pinsky, M.R. (2000). Short-term and long-term outcome prediction with the Acute Physiology and Chronic Health Evaluation II system after orthotopic liver transplantation. CRITICAL CARE MEDICINE, 28(1), 150-156.Ovid Technologies (Wolters Kluwer Health). doi: 10.1097/00003246-200001000-00025.

Kayaalp, M., Cooper, G.F., & Clermont, G. (2000). Predicting ICU mortality: A comparison of stationary and nonstationary temporal models. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 418-422.

Linde-Zwirble, W.T., Angus, D.C., Carcillo, J., Lidicker, J., Clermont, G., & Pinsky, M.R. (1999). Age-specific incidence and outcome of sepsis in the US. Critical Care Medicine, 27(1 SUPPL.). doi: 10.1097/00003246-199901001-00023.

Musthafa, A.A., Angus, D.C., Linde-Zwirble, W.T., Clermont, G., Griffin, M., & Pimsky, M.R. (1999). The first year after ARDS: Results of a multi-center study. Critical Care Medicine, 27(1 SUPPL.).

Clermont, G., & Angus, D.C. (1998). Severity scoring systems in the modern intensive care unit. Ann Acad Med Singap, 27(3), 397-403.

Clermont, G., Angus, D.C., Linde-Zwirble, W.T., Griffin, M., Ramakrishnan, N., & Fine, M.J. (1998). Acute organ dysfunction is not a proxy for long-term morbidity. Chest, 114(4 SUPPL.).

Clermont, G., Angus, D.C., Linde-Zwirble, W.T., Lave, J.R., & Pinsky, M.R. (1998). Measuring resource use in the ICU with computerized therapeutic intervention scoring system-based data. CHEST, 113(2), 434-442.Elsevier BV. doi: 10.1378/chest.113.2.434.

Angus, D.C., Sirio, C.A., Clermont, G., & Bion, J. (1997). International comparisons of critical care outcome and resource consumption. CRITICAL CARE CLINICS, 13(2), 389-&.Elsevier BV. doi: 10.1016/S0749-0704(05)70317-1.

Angus, D.C., Linde-Zwirble, W.T., Clermont, G., & Newbold, R.C. (1996). ARDS: Where do all the dollars go?. Chest, 110(4 SUPPL.).

Clermont, G., Linde-Zwirble, W.T., Angus, D.C., & Newbold, R.C. (1996). The "ICU-day"-a legitimate marker of resource use in ards?. Chest, 110(4 SUPPL.).

Linde-Zwirble, W.T., Angus, D.C., Chen, J., Clermont, G., Newbold, R., & Pinsky, M.R. (1996). How should we measure the performance of mortality models?. Chest, 110(4 SUPPL.).

King, A.J., Calzoni, L., Tajgardoon, M., Cooper, G.F., Clermont, G., Hochheiser, H., & Visweswaran, S. A Simple Electronic Medical Record System Designed for Research. Cold Spring Harbor Laboratory. doi: 10.1101/2020.10.25.20219287.

King, A.J., Higgins, L., Au, C., Malakouti, S., Music, E., Kalchthaler, K., Clermont, G., Garrard, W., Huang, D.T., McVerry, B.J., Seymour, C.W., Linstrum, K., McNamara, A., Green, C., Loar, I., Roberts, T., Marroquin, O., Angus, D.C., & Horvat, C.M. Automatic Population of the Case Report Forms for an International Multifactorial Adaptive Platform Trial Amid the COVID-19 Pandemic. Cold Spring Harbor Laboratory. doi: 10.1101/2023.09.19.23295797.

Visweswaran, S., King, A.J., Tajgardoon, M., Calzoni, L., Clermont, G., Hochheiser, H., & Cooper, G.F. Evaluation of Eye-tracking for a Decision Support Application. Cold Spring Harbor Laboratory. doi: 10.1101/2020.10.19.20215087.