Leming Zhou

Associate Professor


Alzu’bi, A., Najadat, H., Doulat, W., Al-Shari, O., & Zhou, L. (2021). Predicting the recurrence of breast cancer using machine learning algorithms. Multimedia Tools and Applications, 80(9), 13787-13800.Springer Science and Business Media LLC. doi: 10.1007/s11042-020-10448-w.

Moeini, S., Watzlaf, V., Zhou, L., & Abernathy, R.P. (2021). Development of a Weighted Well-Being Assessment Mobile App for Trauma Affected Communities: A Usability Study. Perspect Health Inf Manag, 18(Winter), 1o.

Lopatto, D., Rosenwald, A.G., DiAngelo, J.R., Hark, A.T., Skerritt, M., Wawersik, M., Allen, A.K., Alvarez, C., Anderson, S., Arrigo, C., Arsham, A., Barnard, D., Bazinet, C., Bedard, J.E.J., Bose, I., Braverman, J.M., Burg, M.G., Burgess, R.C., Croonquist, P., Du, C., Dubowsky, S., Eisler, H., Escobar, M.A., Foulk, M., Furbee, E., Giarla, T., Glaser, R.L., Goodman, A.L., Gosser, Y., Haberman, A., Hauser, C., Hays, S., Howell, C.E., Jemc, J., Johnson, M.L., Jones, C.J., Kadlec, L., Kagey, J.D., Keller, K.L., Kennell, J., Key, S.C.S., Kleinschmit, A.J., Kleinschmit, M., Kokan, N.P., Kopp, O.R., Laakso, M.M., Leatherman, J., Long, L.J., Manier, M., Martinez-Cruzado, J.C., Matos, L.F., McClellan, A.J., McNeil, G., Merkhofer, E., Mingo, V., Mistry, H., Mitchell, E., Mortimer, N.T., Mukhopadhyay, D., Myka, J.L., Nagengast, A., Overvoorde, P., Paetkau, D., Paliulis, L., Parrish, S., Preuss, M.L., Price, J.V., Pullen, N.A., Reinke, C., Revie, D., Robic, S., Roecklein-Canfield, J.A., Rubin, M.R., Sadikot, T., Sanford, J.S., Santisteban, M., Saville, K., Schroeder, S., Shaffer, C.D., Sharif, K.A., Sklensky, D.E., Small, C., Smith, M., Smith, S., Spokony, R., Sreenivasan, A., Stamm, J., Sterne-Marr, R., Teeter, K.C., Thackeray, J., Thompson, J.S., Peters, S.T., Van Stry, M., Velazquez-Ulloa, N., Wolfe, C., Youngblom, J., Yowler, B., Zhou, L., Brennan, J., Buhler, J., Leung, W., Reed, L.K., & Elgin, S.C.R. (2020). Facilitating Growth through Frustration: Using Genomics Research in a Course-Based Undergraduate Research Experience. J Microbiol Biol Educ, 21(1).American Society for Microbiology. doi: 10.1128/jmbe.v21i1.2005.

Zhou, L., & Parmanto, B. (2020). Development and Validation of a Comprehensive Well-Being Scale for People in the University Environment (Pitt Wellness Scale) Using a Crowdsourcing Approach: Cross-Sectional Study. JOURNAL OF MEDICAL INTERNET RESEARCH, 22(4), e15075.JMIR Publications Inc. doi: 10.2196/15075.

Zhou, L., & Parmanto, B. (2020). User Preferences for Privacy Protection Methods in Mobile Health Apps: A Mixed-Methods Study. Int J Telerehabil, 12(2), 13-26.University Library System, University of Pittsburgh. doi: 10.5195/ijt.2020.6319.

Zhou, L., Saptono, A., Setiawan, I.M.A., & Parmanto, B. (2020). Making Self-Management Mobile Health Apps Accessible to People With Disabilities: Qualitative Single-Subject Study. JMIR MHEALTH AND UHEALTH, 8(1), e15060.JMIR Publications Inc. doi: 10.2196/15060.

Alzu'bi, A.A., Zhou, L., & Watzlaf, V.J.M. (2019). Genetic Variations and Precision Medicine. Perspect Health Inf Manag, 16(Spring), 1a.

Peterson, K.A., Zhou, L., & Watzlaf, V.J.M. (2019). A Comprehensive Review of Quality of Life Surveys for Trauma-Affected Communities. Perspect Health Inf Manag, 16(Winter), 1e.

Setiawan, I.M.A., Zhou, L., Alfikri, Z., Saptono, A., Fairman, A.D., Dicianno, B.E., & Parmanto, B. (2019). An Adaptive Mobile Health System to Support Self-Management for Persons With Chronic Conditions and Disabilities: Usability and Feasibility Studies. JMIR Form Res, 3(2), e12982.JMIR Publications Inc. doi: 10.2196/12982.

Zhou, L., & Parmanto, B. (2019). Reaching People With Disabilities in Underserved Areas Through Digital Interventions: Systematic Review. JOURNAL OF MEDICAL INTERNET RESEARCH, 21(10), e12981.JMIR Publications Inc. doi: 10.2196/12981.

Zhou, L., Bao, J., Setiawan, I.M.A., Saptono, A., & Parmanto, B. (2019). The mHealth App Usability Questionnaire (MAUQ): Development and Validation Study. JMIR MHEALTH AND UHEALTH, 7(4), e11500.JMIR Publications Inc. doi: 10.2196/11500.

Zhou, L., Bao, J., Watzlaf, V., & Parmanto, B. (2019). Barriers to and Facilitators of the Use of Mobile Health Apps From a Security Perspective: Mixed-Methods Study. JMIR MHEALTH AND UHEALTH, 7(4), e11223.JMIR Publications Inc. doi: 10.2196/11223.

Zhou, L., DeAlmeida, D., & Parmanto, B. (2019). Applying a User-Centered Approach to Building a Mobile Personal Health Record App: Development and Usability Study. JMIR MHEALTH AND UHEALTH, 7(7), e13194.JMIR Publications Inc. doi: 10.2196/13194.

Zhou, L., Thieret, R., Watzlaf, V., Dealmeida, D., & Parmanto, B. (2019). A Telehealth Privacy and Security Self-Assessment Questionnaire for Telehealth Providers: Development and Validation. Int J Telerehabil, 11(1), 3-14.University Library System, University of Pittsburgh. doi: 10.5195/ijt.2019.6276.

Wang, E.H., Zhou, L., Chen, S.H.K., Hill, K., & Parmanto, B. (2018). An mHealth Platform for Supporting Clinical Data Integration into Augmentative and Alternative Communication Service Delivery: User-Centered Design and Usability Evaluation. JMIR Rehabil Assist Technol, 5(2), e14.JMIR Publications Inc. doi: 10.2196/rehab.9009.

Wang, E.H., Zhou, L., Chen, S.H.K., Hill, K., & Parmanto, B. (2018). Development and evaluation of a mobile AAC: a virtual therapist and speech assistant for people with communication disabilities. DISABILITY AND REHABILITATION-ASSISTIVE TECHNOLOGY, 13(8), 731-739.Informa UK Limited. doi: 10.1080/17483107.2017.1369592.

Zhou, L., Parmanto, B., & Joshi, J. (2018). Development and Evaluation of a New Security and Privacy Track in a Health Informatics Graduate Program: Multidisciplinary Collaboration in Education. JMIR Med Educ, 4(2), e19.JMIR Publications Inc. doi: 10.2196/mededu.9081.

Zhou, L., Parmanto, B., Alfikri, Z., & Bao, J. (2018). A Mobile App for Assisting Users to Make Informed Selections in Security Settings for Protecting Personal Health Data: Development and Feasibility Study. JMIR MHEALTH AND UHEALTH, 6(12), e11210.JMIR Publications Inc. doi: 10.2196/11210.

Elgin, S.C.R., Hauser, C., Holzen, T.M., Jones, C., Kleinschmit, A., Leatherman, J., & Partnership, G.E. (2017). The GEP: Crowd-Sourcing Big Data Analysis with Undergraduates. TRENDS IN GENETICS, 33(2), 81-85.Elsevier BV. doi: 10.1016/j.tig.2016.11.004.

Smith, K.A., Zhou, L., & Watzlaf, V.J.M. (2017). User Authentication in Smartphones for Telehealth. Int J Telerehabil, 9(2), 3-12.University Library System, University of Pittsburgh. doi: 10.5195/ijt.2017.6226.

Takyi, H., Watzlaf, V., Matthews, J.T., Zhou, L., & Dealmeida, D. (2017). Privacy and Security in Multi-User Health Kiosks. Int J Telerehabil, 9(1), 3-14.University Library System, University of Pittsburgh. doi: 10.5195/ijt.2017.6217.

Watzlaf, V.J.M., Zhou, L., Dealmeida, D.R., & Hartman, L.M. (2017). A Systematic Review of Research Studies Examining Telehealth Privacy and Security Practices used by Healthcare Providers. Int J Telerehabil, 9(2), 39-59.University Library System, University of Pittsburgh. doi: 10.5195/ijt.2017.6231.

Zhou, L., Bao, J., & Parmanto, B. (2017). Systematic Review Protocol to Assess the Effectiveness of Usability Questionnaires in mHealth App Studies. JMIR Res Protoc, 6(8), e151.JMIR Publications Inc. doi: 10.2196/resprot.7826.

Zhou, L., Watzlaf, V., Abernathy, P., & Abdelhak, M. (2017). A Health Information System for Scalable and Comprehensive Assessment of Well-Being: A Multidisciplinary Team Solution. Perspect Health Inf Manag, 14(Summer), 1d.

Leung, W., Shaffer, C.D., Reed, L.K., Smith, S.T., Barshop, W., Dirkes, W., Dothager, M., Lee, P., Wong, J., Xiong, D., Yuan, H., Bedard, J.E.J., Machone, J.F., Patterson, S.D., Price, A.L., Turner, B.A., Robic, S., Luippold, E.K., McCartha, S.R., Walji, T.A., Walker, C.A., Saville, K., Abrams, M.K., Armstrong, A.R., Armstrong, W., Bailey, R.J., Barberi, C.R., Beck, L.R., Blaker, A.L., Blunden, C.E., Brand, J.P., Brock, E.J., Brooks, D.W., Brown, M., Butzler, S.C., Clark, E.M., Clark, N.B., Collins, A.A., Cotteleer, R.J., Cullimore, P.R., Dawson, S.G., Docking, C.T., Dorsett, S.L., Dougherty, G.A., Downey, K.A., Drake, A.P., Earl, E.K., Floyd, T.G., Forsyth, J.D., Foust, J.D., Franchi, S.L., Geary, J.F., Hanson, C.K., Harding, T.S., Harris, C.B., Heckman, J.M., Holderness, H.L., Howey, N.A., Jacobs, D.A., Jewell, E.S., Kaisler, M., Karaska, E.A., Kehoe, J.L., Koaches, H.C., Koehler, J., Koenig, D., Kujawski, A.J., Kus, J.E., Lammers, J.A., Leads, R.R., Leatherman, E.C., Lippert, R.N., Messenger, G.S., Morrow, A.T., NewcombVictoria, H.J., Plasman, Potocny, S.J., Powers, M.K., Reem, R.M., Rennhack, J.P., Reynolds, K.R., Reynolds, L.A., Rhee, D.K., Rivard, A.B., Ronk, A.J., Rooney, M.B., Rubin, L.S., Salbert, L.R., Saluja, R.K., Schauder, T., Schneiter, A.R., Schulz, R.W., Smith, K.E., Spencer, S., Swanson, B.R., Tache, M.A., Tewilliager, A.A., Tilot, A.K., VanEck, E., Villerot, M.M., Vylonis, M.B., Watson, D.T., Wurzler, J.A., Wysocki, L.M., Yalamanchili, M., Zaborowicz, M.A., Emerson, J.A., Ortiz, C., Deuschle, F.J., DiLorenzo, L.A., Goeller, K.L., Macchi, C.R., Muller, S.E., Pasierb, B.D., Sable, J.E., Tucci, J.M., Tynon, M., Dunbar, D.A., Beken, L.H., Conturso, A.C., Danner, B.L., DeMichele, G.A., Gonzales, J.A., Hammond, M.S., Kelley, C.V., Kelly, E.A., Kulich, D., Mageeney, C.M., McCabe, N.L., Newman, A.M., Spaeder, L.A., Tumminello, R.A., Revie, D., Benson, J.M., Cristostomo, M.C., DaSilva, P.A., Harker, K.S., Jarrell, J.N., Jimenez, L.A., Katz, B.M., Kennedy, W.R., Kolibas, K.S., LeBlanc, M.T., Nguyen, T.T., Nicolas, D.S., Patao, M.D., Patao, S.M., Rupley, B.J., Sessions, B.J., Weaver, J.A., Goodman, A.L., Alvendia, E.L., Baldassari, S.M., Brown, A.S., Chase, I.O., Chen, M., Chiang, S., Cromwell, A.B., Custer, A.F., DiTommaso, T.M., El-Adaimi, J., Goscinski, N.C., Grove, R.A., Gutierrez, N., Harnoto, R.S., Hedeen, H., Hong, E.L., Hopkins, B.L., Huerta, V.F., Khoshabian, C., LaForge, K.M., Lee, C.T., Lewis, B.M., Lydon, A.M., Maniaci, B.J., Mitchell, R.D., Morlock, E.V., Morris, W.M., Naik, P., Olson, N.C., Osterloh, J.M., Perez, M.A., Presley, J.D., Randazzo, M.J., Regan, M.K., Rossi, F.G., Smith, M.A., Soliterman, E.A., Sparks, C.J., Tran, D.L., Wan, T., Welker, A.A., Wong, J.N., Sreenivasan, A., Youngblom, J., Adams, A., Alldredge, J., Bryant, A., Carranza, D., Cifelli, A., Coulson, K., Debow, C., Delacruz, N., Emerson, C., Farrar, C., Foret, D., Garibay, E., Gooch, J., Heslop, M., Kaur, S., Khan, A., Kim, V., Lamb, T., Lindbeck, P., Lucas, G., Macias, E., Martiniuc, D., Mayorga, L., Medina, J., Membreno, N., Messiah, S., Neufeld, L., Nguyen, S.F., Nichols, Z., Odisho, G., Peterson, D., Rodela, L., Rodriguez, P., Rodriguez, V., Ruiz, J., Sherrill, W., Silva, V., Sparks, J., Statton, G., Townsend, A., Valdez, I., Waters, M., Westphal, K., Winkler, S., Zumkehr, J., DeJong, R.J., Hoogewerf, A.J., Ackerman, C.M., Armistead, I.O., Baatenburg, L., Borr, M.J., Brouwer, L.K., Burkhart, B.J., Bushhouse, K.T., Cesko, L., Choi, T.Y.Y., Cohen, H., Damsteegt, A.M., Darusz, J.M., Dauphin, C.M., Davis, Y.P., Diekema, E.J., Drewry, M., Eisen, M.E.M., Faber, H.M., Faber, K.J., Feenstra, E., Felzer-Kim, I.T., Hammond, B.L., Hendriksma, J., Herrold, M.R., Hilbrands, J.A., Howell, E.J., Jelgerhuis, S.A., Jelsema, T.R., Johnson, B.K., Jones, K.K., Kim, A., Kooienga, R.D., Menyes, E.E., Nollet, E.A., Plescher, B.E., Rios, L., Rose, J.L., Schepers, A.J., Scott, G., Smith, J.R., Sterling, A.M., Tenney, J.C., Uitvlugt, C., VanDyken, R.E., VanderVennen, M., Vue, S., Kokan, N.P., Agbley, K., Boham, S.K., Broomfield, D., Chapman, K., Dobbe, A., Dobbe, I., Harrington, W., Ibrahem, M., Kennedy, A., Koplinsky, C.A., Kubricky, C., Ladzekpo, D., Pattison, C., Jr, R.R.E., Wande, L., Woehlke, S., Wawersik, M., Kiernan, E., Thompson, J.S., Banker, R., Bartling, J.R., Bhatiya, C.I., Boudoures, A.L., Christiansen, L., Fosselman, D.S., French, K.M., Gill, I.S., Havill, J.T., Johnson, J.L., Keny, L.J., Kerber, J.M., Klett, B.M., Kufel, C.N., May, F.J., Mecoli, J.P., Merry, C.R., Meyer, L.R., Miller, E.G., Mullen, G.J., Palozola, K.C., Pfeil, J.J., Thomas, J.G., Verbofsky, E.M., Spana, E.P., Agarwalla, A., Chapman, J., Chlebina, B., Chong, I., Falk, I.N., Fitzgibbons, J.D., Friedman, H., Ighile, O., Kim, A.J., Knouse, K.A., Kung, F., Mammo, D., Ng, C.L., Nikam, V.S., Norton, D., Pham, P., Polk, J.W., Prasad, S., Rankin, H., Ratliff, C.D., Scala, V., Schwartz, N.U., Shuen, J.A., Xu, A., Xu, T.Q., Zhang, Y., Rosenwald, A.G., Burg, M.G., Adams, S.J., Baker, M., Botsford, B., Brinkley, B., Brown, C., Emiah, S., Enoch, E., Gier, C., Greenwell, A., Hoogenboom, L., Matthews, J.E., McDonald, M., Mercer, A., Monsma, N., Ostby, K., Ramic, A., Shallman, D., Simon, M., Spencer, E., Tomkins, T., Wendland, P., Wylie, A., Wolyniak, M.J., Robertson, G.M., Smith, S.I., DiAngelo, J.R., Sassu, E.D., Bhalla, S.C., Sharif, K.A., Choeying, T., Macias, J.S., Sanusi, F., Torchon, K., Bednarski, A.E., Alvarez, C.J., Davis, K.C., Dunham, C.A., Grantham, A.J., Hare, A.N., Schottler, J., Scott, Z.W., Kuleck, G.A., Yu, N.S., Kaehler, M.M., Jipp, J., Overvoorde, P.J., Shoop, E., Cyrankowski, O., Hoover, B., Kusner, M., Lin, D., Martinov, T., Misch, J., Salzman, G., Schiedermayer, H., Snavely, M., Zarrasola, S., Parrish, S., Baker, A., Beckett, A., Belella, C., Bryant, J., Conrad, T., Fearnow, A., Gomez, C., Herbstsomer, R.A., Hirsch, S., Johnson, C., Jones, M., Kabaso, R., Lemmon, E., Vieira, C.M.D.S., McFarland, D., McLaughlin, C., Morgan, A., Musokotwane, S., Neutzling, W., Nietmann, J., Paluskievicz, C., Penn, J., Peoples, E., Pozmanter, C., Reed, E., Rigby, N., Schmidt, L., Shelton, M., Shuford, R., Tirasawasdichai, T., Undem, B., Urick, D., Vondy, K., Yarrington, B., Eckdahl, T.T., Poet, J.L., Allen, A.B., Anderson, J.E., Barnett, J.M., Baumgardner, J.S., Brown, A.D., Carney, J.E., Chavez, R.A., Christgen, S.L., Christie, J.S., Clary, A.N., Conn, M.A., Cooper, K., Crowley, M.J., Crowley, S.T., Doty, J.S., Dow, B.A., Edwards, C.R., Elder, D.D., Fanning, J.P., Janssen, B.M., Lambright, A.K., Lane, C.E., Limle, A.B., Mazur, T., McCracken, M.R., McDonough, A.M., Melton, A.D., Minnick, P.J., Musick, A.E., Newhart, W.H., Noynaert, J.W., Ogden, B.J., Sandusky, M.W., Schmuecker, S.M., Shipman, A.L., Smith, A.L., Thomsen, K.M., Unzicker, M.R., Vernon, W.B., Winn, W.W., Woyski, D.S., Zhu, X., Du, C., Ament, C., Aso, S., Bisogno, L.S., Caronna, J., Fefelova, N., Lopez, L., Malkowitz, L., Marra, J., Menillo, D., Obiorah, I., Onsarigo, E.N., Primus, S., Soos, M., Tare, A., Zidan, A., Jones, C.J., Aronhalt, T., Bellush, J.M., Burke, C., DeFazio, S., Does, B.R., Johnson, T.D., Keysock, N., Knudsen, N.H., Messler, J., Myirski, K., Rekai, J.L., Rempe, R.M., Salgado, M.S., Stagaard, E., Starcher, J.R., Waggoner, A.W., Yemelyanova, A.K., Hark, A.T., Bertolet, A., Kuschner, C.E., Parry, K., Quach, M., Shantzer, L., Shaw, M.E., Smith, M.A., Glenn, O., Mason, P., Williams, C., Key, S.C.S., Henry, T.C.P., Johnson, A.G., White, J.X., Haberman, A., Asinof, S., Drumm, K., Freeburg, T., Safa, N., Schultz, D., Shevin, Y., Svoronos, P., Vuong, T., Wellinghoff, J., Hoopes, L.L.M., Chau, K., Ward, A., Regisford, E.G.C., Augustine, L., Davis-Reyes, B., Echendu, V., Hales, J., Ibarra, S., Johnson, L., Ovu, S., Braverman, J.M., Bahr, T.J., Caesar, N.M., Campana, C., Cassidy, D., Cognetti, P.A., English, J.D., Fadus, M., Fick, C., Freda, P.J., Hennessy, B.M., Hockenberger, K., Jones, J.K., King, J.E., Knob, C.R., Kraftmann, K.J., Li, L., Lupey, L., Minniti, C.J., Minton, T.F., Moran, J.V., Mudumbi, K., Nordman, E.C., Puetz, W.J., Robinson, L.M., Rose, T.J., Sweeney, E.P., Timko, A.S., Paetkau, D.W., Eisler, H.L., Aldrup, M.E., Bodenberg, J.M., Cole, M.G., Deranek, K.M., DeShetler, M., Dowd, R.M., Eckardt, A.K., Ehret, S.C., Fese, J., Garrett, A.D., Kammrath, A., Kappes, M.L., Light, M.R., Meier, A.C., O'Rouke, A., Perella, M., Ramsey, K., Ramthun, J.R., Reilly, M.T., Robinett, D., Rossi, N.L., Schueler, M.G., Shoemaker, E., Starkey, K.M., Vetor, A., Vrable, A., Chandrasekaran, V., Beck, C., Hatfield, K.R., Herrick, D.A., Khoury, C.B., Lea, C., Louie, C.A., Lowell, S.M., Reynolds, T.J., Schibler, J., Scoma, A.H., Smith-Gee, M.T., Tuberty, S., Smith, C.D., Lopilato, J.E., Hauke, J., Roecklein-Canfield, J.A., Corrielus, M., Gilman, H., Intriago, S., Maffa, A., Rauf, S.A., Thistle, K., Trieu, M., Winters, J., Yang, B., Hauser, C.R., Abusheikh, T., Ashrawi, Y., Benitez, P., Boudreaux, L.R., Bourland, M., Chavez, M., Cruz, S., Elliott, G., Farek, J.R., Flohr, S., Flores, A.H., Friedrichs, C., Fusco, Z., Goodwin, Z., Helmreich, E., Kiley, J., Knepper, J.M., Langner, C., Martinez, M., Mendoza, C., Naik, M., Ochoa, A., Ragland, N., Raimey, E., Rathore, S., Reza, E., Sadovsky, G., Seydoux, M.I.B., Smith, J.E., Unruh, A.K., Velasquez, V., Wolski, M.W., Gosser, Y., Govind, S., Clarke-Medley, N., Guadron, L., Lau, D., Lu, A., Mazzeo, C., Meghdari, M., Ng, S., Pamnani, B., Plante, O., Shum, Y.K.W., Song, R., Johnson, D.E., Abdelnabi, M., Archambault, A., Chamma, N., Gaur, S., Hammett, D., Kandahari, A., Khayrullina, G., Kumar, S., Lawrence, S., Madden, N., Mandelbaum, M., Milnthorp, H., Mohini, S., Patel, R., Peacock, S.J., Perling, E., Quintana, A., Rahimi, M., Ramirez, K., Singhal, R., Weeks, C., Wong, T., Gillis, A.T., Moore, Z.D., Savell, C.D., Watson, R., Mel, S.F., Anilkumar, A.A., Bilinski, P., Castillo, R., Closser, M., Cruz, N.M., Dai, T., Garbagnati, G.F., Horton, L.S., Kim, D., Lau, 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