| 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 | 175 | 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 | 167 | 2015 |
| 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 | 103 | 2020 |
| A systematic literature review of factors affecting the timing of menarche: the potential for climate change to impact women’s health SP Canelón, MR Boland International journal of environmental research and public health 17 (5), 1703, 2020 | 102 | 2020 |
| 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), 47-54, 2016 | 93 | 2016 |
| 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 | 87 | 2013 |
| Towards deep phenotyping pregnancy: a systematic review on artificial intelligence and machine learning methods to improve pregnancy outcomes L Davidson, MR Boland Briefings in bioinformatics 22 (5), bbaa369, 2021 | 85 | 2021 |
| Clustering clinical trials with similar eligibility criteria features T Hao, A Rusanov, MR Boland, C Weng Journal of biomedical informatics 52, 112-120, 2014 | 85 | 2014 |
| 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 | 78 | 2013 |
| Learning from local to global: An efficient distributed algorithm for modeling time-to-event data R Duan, C Luo, MJ Schuemie, J Tong, CJ Liang, HH Chang, MR Boland, ... Journal of the American Medical Informatics Association 27 (7), 1028-1036, 2020 | 77 | 2020 |
| The digital revolution in phenotyping A Oellrich, N Collier, T Groza, D Rebholz-Schuhmann, N Shah, ... Briefings in bioinformatics 17 (5), 819-830, 2016 | 74 | 2016 |
| Why is the electronic health record so challenging for research and clinical care? JH Holmes, J Beinlich, MR Boland, KH Bowles, Y Chen, TS Cook, ... Methods of information in medicine 60 (01/02), 032-048, 2021 | 70 | 2021 |
| 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 | 63 | 2016 |
| Spike-and-slab group lassos for grouped regression and sparse generalized additive models R Bai, GE Moran, JL Antonelli, Y Chen, MR Boland Journal of the American Statistical Association 117 (537), 184-197, 2022 | 62 | 2022 |
| Ten simple rules to enable multi-site collaborations through data sharing MR Boland, KJ Karczewski, NP Tatonetti PLoS computational biology 13 (1), e1005278, 2017 | 58 | 2017 |
| 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 | 57 | 2018 |
| ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites R Duan, MR Boland, JH Moore, Y Chen BIOCOMPUTING 2019: Proceedings of the Pacific Symposium, 30-41, 2018 | 57 | 2018 |
| Enabling pregnant women and their physicians to make informed medication decisions using artificial intelligence L Davidson, MR Boland Journal of Pharmacokinetics and Pharmacodynamics 47 (4), 305-318, 2020 | 54 | 2020 |
| 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 | 52 | 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 | 51 | 2014 |
Nicholas P TatonettiProfessor and Vice Chair of Computational Biomedicine, Cedars-Sinai Medical CenterVerified email at cshs.org