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

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.

A Oellrich*, N Collier*, T Groza*, D Rebholz-Schuhmann*, N Shah*, O Bodenreider, MR Boland, I Georgiev, H Liu, K Livingston, A Luna, A-M Mallon, P Manda, PN Robinson, G Rustici, M Simon, L Wang, R Winnenburg, M Dumontier: The digital revolution in phenotyping. Briefings in Bioinformatics 17(5): 819-30, Sep 2016 Notes: *Equal contribution first-author.

K Roberts, MR Boland, L Pruinelli, JD Cruz, A Berry, M Georgsson, R Hazen, RF Sarmiento, U Backonja, K-H Yu, Y Jiang, PF Brennan: Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics. Journal of the American Medical Informatics Association (JAMIA) 24(e1): e185-e190, Aug 2016.

K Gayvert, E Dardenne, C Cheung, MR Boland, T Lorberbaum, J Wanjala, Y Chen, M Rubin, NP Tatonetti, D Rickman, O Elemento: A Computational Drug Repositioning Approach for Targeting Oncogenic Transcription Factors. Cell Reports 15(11): 2348-56, Jun 2016.

N Nissim, MR Boland, NP Tatonetti, Y Elovici, G Hripcsak, Y Shahar, R Moskovitch: Improving condition severity classification with an efficient active learning based framework. Journal of Biomedical Informatics 61: 44-54, Jun 2016.

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Last updated: 10/17/2017
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