Bayesian modeling of missing data in clinical research. - Peter C. Austin; Michael D. Escobar (Comput. Stat. Data Anal., 2005)

Prediction of Drosophila melanogaster gene function using Support Vector Machines. - Nicholas Mitsakakis; Zak Razak; Michael D. Escobar; J. Tim Westwood (BioData Min., 2013)

Survival functions for defining a clinical management Lost To Follow-Up (LTFU) cut-off in Antiretroviral Therapy (ART) program in Zomba, Malawi. - Beth Rachlis; Donald C. Cole; Monique van Lettow; Michael D. Escobar (BMC Medical Informatics Decis. Mak., 2016)

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)

Comparing Variation in Tokenizer Outputs Using a Series of Problematic and Challenging Biomedical Sentences. - Christopher Meaney; Therese A. Stukel; Peter C. Austin; Michael D. Escobar (CoRR, 2023)

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)

Quality indices for topic model selection and evaluation: a literature review and case study. - Christopher Meaney; Therese A. Stukel; Peter C. Austin; Rahim Moineddin; Michelle Greiver; Michael D. Escobar (BMC Medical Informatics Decis. Mak., 2023)