Michael D. Escobar

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 6

Top Topics

Matrix Factorization

Saccharomyces Cerevisiae

Top Venues

BMC Medical Informatics Decis. Mak.

IEEE J. Biomed. Health Informatics

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, Therese A. Stukel, Peter C. Austin, Michael D. Escobar
Comparing Variation in Tokenizer Outputs Using a Series of Problematic and Challenging Biomedical Sentences. CoRR (2023)
Christopher Meaney, Therese A. Stukel, Peter C. Austin, Rahim Moineddin, Michelle Greiver, Michael D. Escobar
Quality indices for topic model selection and evaluation: a literature review and case study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
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)
Beth Rachlis, Donald C. Cole, Monique van Lettow, Michael D. Escobar
Survival functions for defining a clinical management Lost To Follow-Up (LTFU) cut-off in Antiretroviral Therapy (ART) program in Zomba, Malawi. BMC Medical Informatics Decis. Mak. 16 (2016)
Nicholas Mitsakakis, Zak Razak, Michael D. Escobar, J. Tim Westwood
Prediction of Drosophila melanogaster gene function using Support Vector Machines. BioData Min. 6 (2013)
Peter C. Austin, Michael D. Escobar
Bayesian modeling of missing data in clinical research. Comput. Stat. Data Anal. 49 (3) (2005)