Publications

Lu Wang, Ruiheng Yu 余睿恒, Lola Adepoju, Winston Liaw (2025). Personalized and Population-Level Explainable AI for Dementia Risk Analysis and Intervention Strategies in Aging Diabetic and Non-Diabetic Populations. Submitted to Journal of the American Medical Informatics Association (JAMIA).

Ruiheng Yu 余睿恒, Lu Wang, Mark Chignell, Alyssa Iglar, YiFei Zhou, Junyoung Seok, You Zhi Hu, Jacques Lee (2025). Measuring Decline in Fluid Intelligence More Accurately: Evidence from Cam-CAN and BrainTagger Cognitive Assessments Across the Lifespan. Submitted to Canadian Medical Association Journal (CMJA).

Lu Wang, Shi Tang, Lu Wang (2025). HEART: Health Exploration and Analytical Research Tool for Multilevel Prediction Modeling and Behavioral Risk Factor Analysis. Submitted to Journal of Biomedical and Health Informatics (JBHI).

Xinyu Qin 秦兴宇, Lu Wang, Martin Katzman (2025). Explainable Counterfactual Reasoning in Depression Medication Selection at Multi-Levels (Personalized and Population). Submitted to Journal of the American Medical Informatics Association (JAMIA).

Lu Wang, Yan Li, Mark Chignell, Trevor Hall, Fahad Razak, Amol Verma (2024). Using Interpretable Survival Analysis to Assess Hospital Length of Stay. BMC Health Services Research (In Press).

Lu Wang, Mu-Huan Chung, Yuhong Yang, Greg Cento, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell (2023). Implementing Data Exfiltration Defense in Situ: A Survey of Countermeasures and Human Involvement. ACM Computing Surveys.

Cite DOI

Lu Wang, Mark Chignell, Yilun Zhang, Baizun Shan, Chenjie Zhao, Timothy Chan, Saeha Shin, Arjumand Siddiqi (2023). Can Physician Expertise Improve Machine Learning Identification of Delirium?: Towards Trustworthy AI in Healthcare. IEEE Journal of Biomedical Informatics.

Cite DOI