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A Minimal Information Model for Potential Drug-Drug Interactions.
Hochheiser H, Jing X, Garcia EA, Ayvaz S, Sahay R, Dumontier M, Banda JM, Beyan O, Brochhausen M, Draper E, Habiel S, Hassanzadeh O, Herrero-Zazo M, Hocum B, Horn J, LeBaron B, Malone DC, Nytrø Ø, Reese T, Romagnoli K, Schneider J, Zhang LY, Boyce RD. Hochheiser H, et al. Among authors: banda jm. Front Pharmacol. 2021 Mar 8;11:608068. doi: 10.3389/fphar.2020.608068. eCollection 2020. Front Pharmacol. 2021. PMID: 33762928 Free PMC article.
Ontologizing health systems data at scale: making translational discovery a reality.
Callahan TJ, Stefanski AL, Wyrwa JM, Zeng C, Ostropolets A, Banda JM, Baumgartner WA Jr, Boyce RD, Casiraghi E, Coleman BD, Collins JH, Deakyne Davies SJ, Feinstein JA, Lin AY, Martin B, Matentzoglu NA, Meeker D, Reese J, Sinclair J, Taneja SB, Trinkley KE, Vasilevsky NA, Williams AE, Zhang XA, Denny JC, Ryan PB, Hripcsak G, Bennett TD, Haendel MA, Robinson PN, Hunter LE, Kahn MG. Callahan TJ, et al. Among authors: banda jm. NPJ Digit Med. 2023 May 19;6(1):89. doi: 10.1038/s41746-023-00830-x. NPJ Digit Med. 2023. PMID: 37208468 Free PMC article.
Representing and utilizing clinical textual data for real world studies: An OHDSI approach.
Keloth VK, Banda JM, Gurley M, Heider PM, Kennedy G, Liu H, Liu F, Miller T, Natarajan K, V Patterson O, Peng Y, Raja K, Reeves RM, Rouhizadeh M, Shi J, Wang X, Wang Y, Wei WQ, Williams AE, Zhang R, Belenkaya R, Reich C, Blacketer C, Ryan P, Hripcsak G, Elhadad N, Xu H. Keloth VK, et al. Among authors: banda jm. J Biomed Inform. 2023 Jun;142:104343. doi: 10.1016/j.jbi.2023.104343. Epub 2023 Mar 17. J Biomed Inform. 2023. PMID: 36935011
Learning statistical models of phenotypes using noisy labeled training data.
Agarwal V, Podchiyska T, Banda JM, Goel V, Leung TI, Minty EP, Sweeney TE, Gyang E, Shah NH. Agarwal V, et al. Among authors: banda jm. J Am Med Inform Assoc. 2016 Nov;23(6):1166-1173. doi: 10.1093/jamia/ocw028. Epub 2016 May 12. J Am Med Inform Assoc. 2016. PMID: 27174893 Free PMC article.
Characterizing treatment pathways at scale using the OHDSI network.
Hripcsak G, Ryan PB, Duke JD, Shah NH, Park RW, Huser V, Suchard MA, Schuemie MJ, DeFalco FJ, Perotte A, Banda JM, Reich CG, Schilling LM, Matheny ME, Meeker D, Pratt N, Madigan D. Hripcsak G, et al. Among authors: banda jm. Proc Natl Acad Sci U S A. 2016 Jul 5;113(27):7329-36. doi: 10.1073/pnas.1510502113. Epub 2016 Jun 6. Proc Natl Acad Sci U S A. 2016. PMID: 27274072 Free PMC article.
53 results