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
Education:
B.S. (Bioinformatics)
Saint Vincent College, 2010.
M.A. (Biomedical Informatics)
Columbia University, 2012.
MPhil
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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