Mary Regina Boland, Ph.D.

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Assistant Professor of Informatics in Biostatistics and Epidemiology
Department: Biostatistics and Epidemiology

Contact information
Department of Biostatistics, Epidemiology & Informatics
University of Pennsylvania
421 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
B.S. (Bioinformatics)
Saint Vincent College, 2010.
M.A. (Biomedical Informatics)
Columbia University, 2012.
Columbia University, 2016.
Ph.D. (Biomedical Informatics)
Columbia University, 2017.
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Selected Publications

R Duan#, MR Boland#, JH Moore, Y Chen. #first-author: ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites. Pacific Symposium on Biocomputing Jan 2019.

MR Boland, A Kashyap, J Xiong, JH Holmes, S Lorch. : Development and Validation of the PEPPER Framework (Prenatal Exposure PubMed ParsER) with Applications to Food Additives. J Am Med Inform Assoc. In press., Nov. 2018.

MR Boland, MS Kraus, E Dziuk, AR Gelzer: Cardiovascular Disease Risk Varies by Birth Month in Canines. Scientific Reports 8: 7130, May 2018.

MR Boland: A Model Investigating Environmental Factors that Play a Role in Female Fecundity or Birth Rate. PLOS ONE, In press. 2018.

MR Boland, F Polubriginof, NP Tatonetti: Development of A Machine Learning Algorithm to Classify Drugs of Unknown Fetal Effect. Scientific Reports 7(1): 12839, Oct 2017.

MR Boland, P Parhi, R Miotto, R Carroll, U Iqbal, P-A Nguyen, M Schuemie, SC You, D Smith, S Mooney, P Ryan, Y-C Li, RW Park, J Denny, JT Dudley, G Hripcsak, P Gentine, NP Tatonetti.: Uncovering exposures responsible for birth season – disease effects: a global study. Journal of the American Medical Informatics Association (JAMIA) Sept 2017.

Mary Regina Boland, Pradipta Parhi, Pierre Gentine, Nicholas P Tatonetti: Climate Classification is an Important Factor in Assessing Quality-of-Care Across Hospitals. Scientific Reports 7(4948), Jul 2017.

MR Boland, K Karczewski, NP Tatonetti: Ten Simple Rules to Enable Multi-site Collaborations through Data Sharing. PLoS Computational Biology 13(1): e1005278, Jan 2017.

MR Boland, NP Tatonetti.: Investigation of 7-dehydrocholesterol reductase pathway to elucidate off-target prenatal effects of pharmaceuticals: a systematic review. The Pharmacogenomics Journal 16(5): 411-29, Oct 2016.

Li Li*, Boland Mary Regina*, Miotto Riccardo, Tatonetti Nicholas P, Dudley Joel T: Replicating Cardiovascular Condition-Birth Month Associations. Scientific Reports 6: 33166, Sep 2016 Notes: *Joint contribution first-author.

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Last updated: 11/16/2018
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