Sumeet Kalia

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 4

Top Topics

Matrix Factorization

Top Venues

IEEE J. Biomed. Health Informatics

J. Biomed. Informatics

Health Informatics J.

Publications

Christopher Meaney, Michael D. Escobar, Therese A. Stukel, Peter C. Austin, Sumeet Kalia, Babak Aliarzadeh, Rahim Moineddin, Michelle Greiver
Using ICD-9 diagnostic codes for external validation of topic models derived from primary care electronic medical record clinical text data. Health Informatics J. 29 (1) (2023)
Christopher Meaney, Wali Hakimpour, Sumeet Kalia, Rahim Moineddin
A Comparative Evaluation Of Transformer Models For De-Identification Of Clinical Text Data. CoRR (2022)
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 Sullivan, Michelle Greiver
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Christopher Meaney, Michael D. Escobar, Rahim Moineddin, Therese A. Stukel, Sumeet Kalia, Babak Aliarzadeh, Tao Chen, Braden O'Neill, Michelle Greiver
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. J. Biomed. Informatics 128 (2022)