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ORCIDMichael D. Escobar
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- affiliation: University of Toronto, Dalla Lana School of Public Health, Canada
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Journal Articles
- 2023
[j7]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): 146045822211156 (2023)- [j6]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): 132 (2023) - 2022
- [j5]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: 104034 (2022) - [j4]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, Michelle Greiver:
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. IEEE J. Biomed. Health Informatics 26(8): 4197-4206 (2022) - 2016
- [j3]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: 52 (2016) - 2013
- [j2]Nicholas Mitsakakis, Zak Razak, Michael D. Escobar, J. Tim Westwood:
Prediction of Drosophila melanogaster gene function using Support Vector Machines. BioData Min. 6: 8 (2013) - 2005
- [j1]Peter C. Austin, Michael D. Escobar:
Bayesian modeling of missing data in clinical research. Comput. Stat. Data Anal. 49(3): 821-836 (2005)
Informal and Other Publications
- 2023
- [i1]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 abs/2305.08787 (2023)
Coauthor Index
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