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Approach to machine learning for extraction of real-world data variables from electronic health records.
Adamson B, Waskom M, Blarre A, Kelly J, Krismer K, Nemeth S, Gippetti J, Ritten J, Harrison K, Ho G, Linzmayer R, Bansal T, Wilkinson S, Amster G, Estola E, Benedum CM, Fidyk E, Estévez M, Shapiro W, Cohen AB. Adamson B, et al. Among authors: estevez m. Front Pharmacol. 2023 Sep 15;14:1180962. doi: 10.3389/fphar.2023.1180962. eCollection 2023. Front Pharmacol. 2023. PMID: 37781703 Free PMC article.
Automated Electronic Health Record-Based Tool for Identification of Patients With Metastatic Disease to Facilitate Clinical Trial Patient Ascertainment.
Kirshner J, Cohn K, Dunder S, Donahue K, Richey M, Larson P, Sutton L, Siu E, Donegan J, Chen Z, Nightingale C, Estévez M, Hamrick HJ. Kirshner J, et al. Among authors: estevez m. JCO Clin Cancer Inform. 2021 Jun;5:719-727. doi: 10.1200/CCI.20.00180. JCO Clin Cancer Inform. 2021. PMID: 34197178 Free article.