A Comparative Evaluation Of Transformer Models For De-Identification Of Clinical Text Data. - Christopher Meaney; Wali Hakimpour; Sumeet Kalia; Rahim Moineddin (CoRR, 2022)

Non-negative matrix factorization temporal topic models and clinical text data identify COVID-19 pandemic effects on primary healthcare and community health in Toronto, Canada. - Christopher Meaney; Michael D. Escobar; Rahim Moineddin; Therese A. Stukel; Sumeet Kalia; Babak Aliarzadeh; Tao Chen; Braden O'Neill; Michelle Greiver (J. Biomed. Informatics, 2022)

Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. - Sumeet Kalia; Olli Saarela; Tao Chen; Braden O'Neill; Christopher Meaney; Jessica L. Gronsbell; Ervin Sejdic; Michael D. Escobar; Babak Aliarzadeh; Rahim Moineddin; Conrad Pow; Frank M. Sullivan; et al. (IEEE J. Biomed. Health Informatics, 2022)

Using ICD-9 diagnostic codes for external validation of topic models derived from primary care electronic medical record clinical text data. - Christopher Meaney; Michael D. Escobar; Therese A. Stukel; Peter C. Austin; Sumeet Kalia; Babak Aliarzadeh; Rahim Moineddin; Michelle Greiver (Health Informatics J., 2023)

Statistical and Deep Learning Approaches for Risk Assessment and Volatility Forecasting in Renewable Energy Investments. - Shalini Jayanetti; Sulalitha Bowala; Sumeet Kalia; Aerambamoorthy Thavaneswaran; Md. Erfanul Hoque; Razvan G. Romanescu (COMPSAC, 2025)