Publications

Select publications

See below for select publications. For a complete list of publications, see Google Scholar.

  • Basri MA, Chen H. How Useful Is Synthetic Data in Developing Predictive Models for Health? Stud Health Technol Inform. 2025 May 15;327:552-556. DOI: 10.3233/SHTI250398. PMID: 40380508.

  • Yang Y, Chen HH, Quinn RR, Dubin JA, Oliver MJ. Predictive models on patients’ eligibility for peritoneal dialysis. Peritoneal Dialysis International. 2025;0(0). DOI: 10.1177/08968608251317463

  • Sen A, Chen H, Grossman MR, Tsao SF. A welfare test for sharing health data. Rev Income Wealth. 2025;71(1):e12717. DOI: 10.1111/roiw.12717

  • Yang Y, Butt ZA, Leatherdale ST, Chen HH. Uncovering polysubstance use patterns in Canadian youth with machine learning on longitudinal COMPASS data. Int J Ment Health Addict. 2025;23(1):830-849. DOI: 10.1007/s11469-023-01139-2

  • Hu B, Saragadam A, Layton A, Chen H. Synthetic data from diffusion models improves drug discovery prediction. In: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE; 2024:1-6. DOI:10.1109/BIBM.2024. 

  • Tsao SF, Chen HH, Meyer SB, Butt ZA. Proposing a conceptual framework: social media infodemic listening for public health behaviors. Int J Public Health. 2024;69:1607394. DOI:10.3389/ijph.2024.1607394

  • Coroneo MT, Kokkinakis J, Lee BWH, Chen H, Tat L. High-resolution ocular surface imaging: real-time visualization of tear film dysfunction. Cornea. 2024;43(9):1072-1079. DOI: 10.1097/ICO.0000000000003579

  • Hu B, Layton A, Chen H. Drug discovery smiles-to-pharmacokinetics diffusion models with deep molecular understanding. arXiv preprint arXiv:2408.07636. Published 2024. DOI: 10.48550/arXiv.2408.07636

  • Tsao SF, Chen H, Butt ZA. Validating part of the social media infodemic listening conceptual framework using structural equation modelling. EClinicalMedicine. 2024;70:102196. DOI:10.1016/j.eclinm.2024.102196 

  • Meng G, McAiney C, McKillop I, Perlman CM, Tsao SF, Chen H. Factors that influence patient satisfaction with the service quality of home-based teleconsultation during the COVID-19 pandemic: cross-sectional survey study. JMIR Cardio. 2024;8:e51439. DOI:10.2196/51439 

  • Chen H, Grossman MR, Sen A, Tsao SF. Establishing a FAIR, CARE, and efficient synthetic health data sharing ecosystem for Canada. Department of Economics, University of Waterloo. Published 2024.

  • Tsao SF, Chen H, Tisseverasinghe T, Yang Y, Li L, Butt ZA. What social media told us in the time of COVID-19: a scoping review. Lancet Digit Health. 2021;3(3):e175-e194. DOI: 10.1016/S2589-7500(20)30315-0