Novel data‐mining methodologies for adverse drug event discovery and analysis R Harpaz, W DuMouchel, NH Shah, D Madigan, P Ryan, C Friedman Clinical Pharmacology & Therapeutics 91 (6), 1010-1021, 2012 | 446 | 2012 |
Performance of pharmacovigilance signal‐detection algorithms for the FDA adverse event reporting system R Harpaz, W DuMouchel, P LePendu, A Bauer‐Mehren, P Ryan, ... Clinical Pharmacology & Therapeutics 93 (6), 539-546, 2013 | 324 | 2013 |
Text mining for adverse drug events: the promise, challenges, and state of the art R Harpaz, A Callahan, S Tamang, Y Low, D Odgers, S Finlayson, K Jung, ... Drug safety 37, 777-790, 2014 | 273 | 2014 |
Drug—drug interaction through molecular structure similarity analysis S Vilar, R Harpaz, E Uriarte, L Santana, R Rabadan, C Friedman Journal of the American Medical Informatics Association 19 (6), 1066-1074, 2012 | 263 | 2012 |
Independent component analysis: An introduction A Tharwat Applied Computing and Informatics 17 (2), 222-249, 2021 | 235 | 2021 |
Mining multi-item drug adverse effect associations in spontaneous reporting systems R Harpaz, HS Chase, C Friedman BMC bioinformatics 11, 1-8, 2010 | 226 | 2010 |
Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions R Harpaz, S Vilar, W DuMouchel, H Salmasian, K Haerian, NH Shah, ... Journal of the American Medical Informatics Association 20 (3), 413-419, 2013 | 213 | 2013 |
Mining clinical text for signals of adverse drug-drug interactions SV Iyer, R Harpaz, P LePendu, A Bauer-Mehren, NH Shah Journal of the American Medical Informatics Association 21 (2), 353-362, 2014 | 212 | 2014 |
Pharmacovigilance using clinical notes P LePendu, SV Iyer, A Bauer‐Mehren, R Harpaz, JM Mortensen, ... Clinical pharmacology & therapeutics 93 (6), 547-555, 2013 | 191 | 2013 |
Toward enhanced pharmacovigilance using patient‐generated data on the Internet RW White, R Harpaz, NH Shah, W DuMouchel, E Horvitz Clinical Pharmacology & Therapeutics 96 (2), 239-246, 2014 | 109 | 2014 |
Biclustering of adverse drug events in the FDA's spontaneous reporting system R Harpaz, H Perez, HS Chase, R Rabadan, G Hripcsak, C Friedman Clinical Pharmacology & Therapeutics 89 (2), 243-250, 2011 | 96 | 2011 |
Statistical mining of potential drug interaction adverse effects in FDA’s spontaneous reporting system R Harpaz, K Haerian, HS Chase, C Friedman AMIA annual symposium proceedings 2010, 281, 2010 | 82 | 2010 |
Facilitating adverse drug event detection in pharmacovigilance databases using molecular structure similarity: application to rhabdomyolysis S Vilar, R Harpaz, HS Chase, S Costanzi, R Rabadan, C Friedman Journal of the American Medical Informatics Association 18 (Supplement_1 …, 2011 | 81 | 2011 |
Early identification of adverse drug reactions from search log data RW White, S Wang, A Pant, R Harpaz, P Shukla, W Sun, W DuMouchel, ... Journal of biomedical informatics 59, 42-48, 2016 | 72 | 2016 |
Mining electronic health records for adverse drug effects using regression based methods R Harpaz, K Haerian, HS Chase, C Friedman Proceedings of the 1st ACM International Health Informatics Symposium, 100-107, 2010 | 68 | 2010 |
A drug-adverse event extraction algorithm to support pharmacovigilance knowledge mining from PubMed citations W Wang, K Haerian, H Salmasian, R Harpaz, H Chase, C Friedman AMIA annual symposium proceedings 2011, 1464, 2011 | 64 | 2011 |
Bridging islands of information to establish an integrated knowledge base of drugs and health outcomes of interest RD Boyce, PB Ryan, GN Norén, MJ Schuemie, C Reich, J Duke, ... Drug safety 37, 557-567, 2014 | 63 | 2014 |
Big data and adverse drug reaction detection R Harpaz, W DuMochel, NH Shah Clinical Pharmacology & Therapeutics 99 (3), 268-270, 2016 | 62 | 2016 |
A time-indexed reference standard of adverse drug reactions R Harpaz, D Odgers, G Gaskin, W DuMouchel, R Winnenburg, ... Scientific data 1 (1), 1-10, 2014 | 45 | 2014 |
Toward multimodal signal detection of adverse drug reactions R Harpaz, W DuMouchel, M Schuemie, O Bodenreider, C Friedman, ... Journal of biomedical informatics 76, 41-49, 2017 | 44 | 2017 |