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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: martin b. 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.
Semantic integration of clinical laboratory tests from electronic health records for deep phenotyping and biomarker discovery.
Zhang XA, Yates A, Vasilevsky N, Gourdine JP, Callahan TJ, Carmody LC, Danis D, Joachimiak MP, Ravanmehr V, Pfaff ER, Champion J, Robasky K, Xu H, Fecho K, Walton NA, Zhu RL, Ramsdill J, Mungall CJ, Köhler S, Haendel MA, McDonald CJ, Vreeman DJ, Peden DB, Bennett TD, Feinstein JA, Martin B, Stefanski AL, Hunter LE, Chute CG, Robinson PN. Zhang XA, et al. Among authors: martin b. NPJ Digit Med. 2019;2:32. doi: 10.1038/s41746-019-0110-4. Epub 2019 May 2. NPJ Digit Med. 2019. PMID: 31119199 Free PMC article.
Children with SARS-CoV-2 in the National COVID Cohort Collaborative (N3C).
Martin B, DeWitt PE, Russell S, Anand A, Bradwell KR, Bremer C, Gabriel D, Girvin AT, Hajagos JG, McMurry JA, Neumann AJ, Pfaff ER, Walden A, Wooldridge JT, Yoo YJ, Saltz J, Gersing KR, Chute CG, Haendel MA, Moffitt R, Bennett TD. Martin B, et al. medRxiv [Preprint]. 2021 Jul 23:2021.07.19.21260767. doi: 10.1101/2021.07.19.21260767. medRxiv. 2021. PMID: 34341796 Free PMC article. Updated. Preprint.
Characteristics, Outcomes, and Severity Risk Factors Associated With SARS-CoV-2 Infection Among Children in the US National COVID Cohort Collaborative.
Martin B, DeWitt PE, Russell S, Anand A, Bradwell KR, Bremer C, Gabriel D, Girvin AT, Hajagos JG, McMurry JA, Neumann AJ, Pfaff ER, Walden A, Wooldridge JT, Yoo YJ, Saltz J, Gersing KR, Chute CG, Haendel MA, Moffitt R, Bennett TD. Martin B, et al. JAMA Netw Open. 2022 Feb 1;5(2):e2143151. doi: 10.1001/jamanetworkopen.2021.43151. JAMA Netw Open. 2022. PMID: 35133437 Free PMC article.
The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research.
Heneghan JA, Walker SB, Fawcett A, Bennett TD, Dziorny AC, Sanchez-Pinto LN, Farris RWD, Winter MC, Badke C, Martin B, Brown SR, McCrory MC, Ness-Cochinwala M, Rogerson C, Baloglu O, Harwayne-Gidansky I, Hudkins MR, Kamaleswaran R, Gangadharan S, Tripathi S, Mendonca EA, Markovitz BP, Mayampurath A, Spaeder MC; Pediatric Data Science and Analytics (PEDAL) subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators (PALISI) Network. Heneghan JA, et al. Among authors: martin b. Pediatr Crit Care Med. 2024 Apr 1;25(4):364-374. doi: 10.1097/PCC.0000000000003425. Epub 2023 Dec 7. Pediatr Crit Care Med. 2024. PMID: 38059732 Review.
5,089 results