|EliXR: an approach to eligibility criteria extraction and representation|
C Weng, X Wu, Z Luo, MR Boland, D Theodoratos, SB Johnson
Journal of the American Medical Informatics Association 18 (Supplement_1 …, 2011
|Birth month affects lifetime disease risk: a phenome-wide method|
MR Boland, Z Shahn, D Madigan, G Hripcsak, NP Tatonetti
Journal of the American Medical Informatics Association 22 (5), 1042-1053, 2015
|Defining a comprehensive verotype using electronic health records for personalized medicine|
MR Boland, G Hripcsak, Y Shen, WK Chung, C Weng
Journal of the American Medical Informatics Association 20 (e2), e232-e238, 2013
|Mapping the effects of drugs on the immune system|
BA Kidd, A Wroblewska, MR Boland, J Agudo, M Merad, NP Tatonetti, ...
Nature biotechnology 34 (1), 47, 2016
|Clustering clinical trials with similar eligibility criteria features|
T Hao, A Rusanov, MR Boland, C Weng
Journal of biomedical informatics 52, 112-120, 2014
|The digital revolution in phenotyping|
A Oellrich, N Collier, T Groza, D Rebholz-Schuhmann, N Shah, ...
Briefings in bioinformatics 17 (5), 819-830, 2016
|Discovering Medical Conditions Associated with Periodontitis Using Linked Electronic Health Records|
MR Boland, GM Hripcsak, DJ Albers, Y Wei, AB Wilcox, J Wei, J Li, S Lin, ...
Journal of Clinical Periodontology, 2013
|Systems biology approaches for identifying adverse drug reactions and elucidating their underlying biological mechanisms|
MR Boland, A Jacunski, T Lorberbaum, JD Romano, R Moskovitch, ...
Wiley Interdisciplinary Reviews: Systems Biology and Medicine 8 (2), 104-122, 2016
|EliXR-TIME: a temporal knowledge representation for clinical research eligibility criteria|
MR Boland, SW Tu, S Carini, I Sim, C Weng
AMIA summits on translational science proceedings 2012, 71, 2012
|From expert-derived user needs to user-perceived ease of use and usefulness: a two-phase mixed-methods evaluation framework|
MR Boland, A Rusanov, Y So, C Lopez-Jimenez, L Busacca, ...
Journal of biomedical informatics 52, 141-150, 2014
|Investigation of 7-dehydrocholesterol reductase pathway to elucidate off-target prenatal effects of pharmaceuticals: a systematic review|
MR Boland, NP Tatonetti
The Pharmacogenomics Journal, 2016
|Feasibility of feature-based indexing, clustering, and search of clinical trials: A case study of breast cancer trials from ClinicalTrials. gov|
MR Boland, R Miotto, J Gao, C Weng
Methods of information in medicine 52 (5), 382, 2013
|Uncovering exposures responsible for birth season–disease effects: a global study|
MR Boland, P Parhi, L Li, R Miotto, R Carroll, U Iqbal, PA Nguyen, ...
Journal of the american medical informatics association 25 (3), 275-288, 2018
|A computational drug repositioning approach for targeting oncogenic transcription factors|
KM Gayvert, E Dardenne, C Cheung, MR Boland, T Lorberbaum, ...
Cell reports 15 (11), 2348-2356, 2016
|Ten simple rules to enable multi-site collaborations through data sharing|
MR Boland, KJ Karczewski, NP Tatonetti
PLoS computational biology 13 (1), e1005278, 2017
|Development and validation of a classification approach for extracting severity automatically from electronic health records|
MR Boland, NP Tatonetti, G Hripcsak
Journal of Biomedical Semantics 6 (14), 2015
|An Integrated Model for Patient Care and Clinical Trials (IMPACT) to support clinical research visit scheduling workflow for future learning health systems|
C Weng, Y Li, S Berhe, MR Boland, J Gao, GW Hruby, RC Steinman, ...
Journal of biomedical informatics 46 (4), 642-652, 2013
|An active learning framework for efficient condition severity classification|
N Nissim, MR Boland, R Moskovitch, NP Tatonetti, Y Elovici, Y Shahar, ...
Conference on Artificial Intelligence in Medicine in Europe, 13-24, 2015
|Development of a machine learning algorithm to classify drugs of unknown fetal effect|
MR Boland, F Polubriaginof, NP Tatonetti
Scientific reports 7 (1), 1-15, 2017
|Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm|
R Duan, MR Boland, Z Liu, Y Liu, HH Chang, H Xu, H Chu, CH Schmid, ...
Journal of the American Medical Informatics Association 27 (3), 376-385, 2020