It applies information technology to extract, analyze, track, and use health or health care information to improve the quality, access, and efficiency of health care. <\/p>\n\n\n\n
Zhang, D., L. Zhou, J. Tao, T. Zhu, and G. Gao (2025), KETCH: A Knowledge-Enhanced Transformer-Based Approach to Suicidal Ideation Detection from Social Media Content, Information Systems Research<\/em>, 36(1), 572-599<\/a>.<\/p>\n\n\n\n Aldkheel, A. and L. Zhou (2024). Depression Detection on Social Media: A Classification Framework and Research Challenges and Opportunities. Journal of Healthcare Informatics Research<\/em>, 8, 88-120.<\/a> <\/mark><\/p>\n\n\n\n Zhang, D, J. Lim, L. Zhou, and A. Dahl (2021), Breaking the Data Value-Privacy Paradox in Mobile Mental Health Systems: Toward User-Centered Privacy Protection, JMIR Mental Health<\/em>, 8(12), December.<\/a><\/p>\n\n\n\n Chen, S., L. Zhou, Y. Song, Q. Xu, P. Wang, K. Wang, Y. Ge, and D. Janies (2021), A Novel Machine Learning Framework for Comparison of Viral COVID-19\u2013Related Sina Weibo and Twitter Posts: Workflow Development and Content Analysis, Journal of Medical Internet Research<\/em>, 23(1), January, e24889.<\/a><\/p>\n\n\n\n Alasmari, A. and L. Zhou (2021), Share to Seek: The Effects of Disease Complexity on Health Information Seeking Behavior, Journal of Medical Internet Research<\/em>, 23(3), 10.2196\/21642.<\/a><\/p>\n\n\n\n Wang, P., L. Zhou, D. Mu, D. Zhang, and Q. Shao (2020), What Makes Clinical Documents Helpful and Engaging? An Empirical Investigation of Experience Sharing in an Online Medical Community, International Journal of Medical Informatics<\/em>, 143, Nov.<\/a><\/p>\n\n\n\n Shan, J., L. Zhou, and D. Zhang (2020), What Reveals About Depression Level? The Role of Multimodal Features at the Level of Interview Questions, Information & Management<\/em>, 57 (7), Nov.<\/a><\/p>\n\n\n\n Zhou, L., T. Siddiqui, S.L. Seliger, J.B.Blumenthal, Y. Kang, R. Doerfler, J.C.Fink (2019). Text Preprocessing for Improving Hypoglycemia Detection from Clinical Notes \u0336 A Case Study of Patients with Diabetes, International Journal of Medical Informatics<\/em>, September 129, 374-380.<\/a><\/p>\n\n\n\n Alasmari, A. and L. Zhou (2019). How multimorbid health information consumers interact in an online community Q&A platform, International Journal of Medical Informatics<\/em>, November, 131.<\/a><\/p>\n\n\n\n Zhou, L. and A.P. Rupa (2018). Categorization and Association Analysis of Risk Factors for Adverse Drug Events, European Journal of Clinical Pharmacology<\/em>, 74(4), 389-404.<\/a><\/p>\n\n\n\n Kang, Y., L. Zhou, Fink, J., and Doerfler, R. (2018) Disease Specific Ontology of Adverse Events: Ontology extension and adaptation for Chronic Kidney Disease. Computers in Biology and Medicine<\/em>, 101, 210-217.<\/a><\/p>\n\n\n\n Zhou, L., D. Zhang, C. Yang, and Y. Wang (2018). Harnessing Social Media for Health Information Management, Electronic Commerce Research and Applications<\/em>, 27, January-February: 139-151.<\/a><\/p>\n\n\n\n Kang, Y., Y. Wang, D. Zhang, and L. Zhou (2017). The Public\u2019s Opinions on a New School Meals Policy for Childhood Obesity Prevention in the U.S.: A Social Media Analytics Approach. International Journal of Medical Informatics<\/em>. 103, 83-88.<\/a><\/p>\n\n\n\n Alaiad, A. and L. Zhou (2017), Patients\u2019 Adoption of WSN-based Smart Home Healthcare Systems: An Integrated Model of Facilitators and Barriers, IEEE Transactions on Professional Communication<\/em>, 60(1), 4-23.<\/a><\/p>\n\n\n\n