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

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: 04/09/2018
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