| 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 | 122 | 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 | 106 | 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 | 68 | 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 | 63 | 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 | 61 | 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 | 55 | 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 | 50 | 2013 |
| 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 | 34 | 2012 |
| 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 | 33 | 2016 |
| 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 | 32 | 2016 |
| 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 | 31 | 2014 |
| 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 | 28 | 2018 |
| 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 | 27 | 2013 |
| Ten simple rules to enable multi-site collaborations through data sharing MR Boland, KJ Karczewski, NP Tatonetti PLoS computational biology 13 (1), e1005278, 2017 | 24 | 2017 |
| 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 | 24 | 2016 |
| 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 | 22 | 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 | 22 | 2013 |
| 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 | 21 | 2020 |
| 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 | 19 | 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 | 18 | 2017 |
Nicholas P TatonettiAssociate Professor of Biomedical Informatics, Columbia UniversityVerified email at columbia.edu
