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Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research.
Schuemie M, Reps J, Black A, Defalco F, Evans L, Fridgeirsson E, Gilbert JP, Knoll C, Lavallee M, Rao GA, Rijnbeek P, Sadowski K, Sena A, Swerdel J, Williams RD, Suchard M. Schuemie M, et al. Among authors: williams rd. Stud Health Technol Inform. 2024 Jan 25;310:966-970. doi: 10.3233/SHTI231108. Stud Health Technol Inform. 2024. PMID: 38269952 Free PMC article.
Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network.
Wang Q, Reps JM, Kostka KF, Ryan PB, Zou Y, Voss EA, Rijnbeek PR, Chen R, Rao GA, Morgan Stewart H, Williams AE, Williams RD, Van Zandt M, Falconer T, Fernandez-Chas M, Vashisht R, Pfohl SR, Shah NH, Kasthurirathne SN, You SC, Jiang Q, Reich C, Zhou Y. Wang Q, et al. Among authors: williams ae, williams rd. PLoS One. 2020 Jan 7;15(1):e0226718. doi: 10.1371/journal.pone.0226718. eCollection 2020. PLoS One. 2020. PMID: 31910437 Free PMC article.
Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly diagnosed with atrial fibrillation.
Reps JM, Williams RD, You SC, Falconer T, Minty E, Callahan A, Ryan PB, Park RW, Lim HS, Rijnbeek P. Reps JM, et al. Among authors: williams rd. BMC Med Res Methodol. 2020 May 6;20(1):102. doi: 10.1186/s12874-020-00991-3. BMC Med Res Methodol. 2020. PMID: 32375693 Free PMC article.
Renin-angiotensin system blockers and susceptibility to COVID-19: a multinational open science cohort study.
Morales DR, Conover MM, You SC, Pratt N, Kostka K, Duarte-Salles T, Fernández-Bertolín S, Aragón M, DuVall SL, Lynch K, Falconer T, van Bochove K, Sung C, Matheny ME, Lambert CG, Nyberg F, Alshammari TM, Williams AE, Park RW, Weaver J, Sena AG, Schuemie MJ, Rijnbeek PR, Williams RD, Lane JCE, Prats-Uribe A, Zhang L, Areia C, Krumholz HM, Prieto-Alhambra D, Ryan PB, Hripcsak G, Suchard MA. Morales DR, et al. Among authors: williams ae, williams rd. medRxiv [Preprint]. 2020 Jun 12:2020.06.11.20125849. doi: 10.1101/2020.06.11.20125849. medRxiv. 2020. PMID: 32587982 Free PMC article. Updated. Preprint.
Renin-angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis.
Morales DR, Conover MM, You SC, Pratt N, Kostka K, Duarte-Salles T, Fernández-Bertolín S, Aragón M, DuVall SL, Lynch K, Falconer T, van Bochove K, Sung C, Matheny ME, Lambert CG, Nyberg F, Alshammari TM, Williams AE, Park RW, Weaver J, Sena AG, Schuemie MJ, Rijnbeek PR, Williams RD, Lane JCE, Prats-Uribe A, Zhang L, Areia C, Krumholz HM, Prieto-Alhambra D, Ryan PB, Hripcsak G, Suchard MA. Morales DR, et al. Among authors: williams ae, williams rd. Lancet Digit Health. 2021 Feb;3(2):e98-e114. doi: 10.1016/S2589-7500(20)30289-2. Epub 2020 Dec 17. Lancet Digit Health. 2021. PMID: 33342753 Free PMC article.
Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study.
Reps JM, Kim C, Williams RD, Markus AF, Yang C, Duarte-Salles T, Falconer T, Jonnagaddala J, Williams A, Fernández-Bertolín S, DuVall SL, Kostka K, Rao G, Shoaibi A, Ostropolets A, Spotnitz ME, Zhang L, Casajust P, Steyerberg EW, Nyberg F, Kaas-Hansen BS, Choi YH, Morales D, Liaw ST, Abrahão MTF, Areia C, Matheny ME, Lynch KE, Aragón M, Park RW, Hripcsak G, Reich CG, Suchard MA, You SC, Ryan PB, Prieto-Alhambra D, Rijnbeek PR. Reps JM, et al. Among authors: williams rd, williams a. JMIR Med Inform. 2021 Apr 5;9(4):e21547. doi: 10.2196/21547. JMIR Med Inform. 2021. PMID: 33661754 Free PMC article.
90-Day all-cause mortality can be predicted following a total knee replacement: an international, network study to develop and validate a prediction model.
Williams RD, Reps JM; OHDSI/EHDEN Knee Arthroplasty Group; Rijnbeek PR, Ryan PB, Prieto-Alhambra D. Williams RD, et al. Knee Surg Sports Traumatol Arthrosc. 2022 Sep;30(9):3068-3075. doi: 10.1007/s00167-021-06799-y. Epub 2021 Dec 6. Knee Surg Sports Traumatol Arthrosc. 2022. PMID: 34870731 Free PMC article.
Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network.
Williams RD, Markus AF, Yang C, Duarte-Salles T, DuVall SL, Falconer T, Jonnagaddala J, Kim C, Rho Y, Williams AE, Machado AA, An MH, Aragón M, Areia C, Burn E, Choi YH, Drakos I, Abrahão MTF, Fernández-Bertolín S, Hripcsak G, Kaas-Hansen BS, Kandukuri PL, Kors JA, Kostka K, Liaw ST, Lynch KE, Machnicki G, Matheny ME, Morales D, Nyberg F, Park RW, Prats-Uribe A, Pratt N, Rao G, Reich CG, Rivera M, Seinen T, Shoaibi A, Spotnitz ME, Steyerberg EW, Suchard MA, You SC, Zhang L, Zhou L, Ryan PB, Prieto-Alhambra D, Reps JM, Rijnbeek PR. Williams RD, et al. Among authors: williams ae. BMC Med Res Methodol. 2022 Jan 30;22(1):35. doi: 10.1186/s12874-022-01505-z. BMC Med Res Methodol. 2022. PMID: 35094685 Free PMC article.
Use of unstructured text in prognostic clinical prediction models: a systematic review.
Seinen TM, Fridgeirsson EA, Ioannou S, Jeannetot D, John LH, Kors JA, Markus AF, Pera V, Rekkas A, Williams RD, Yang C, van Mulligen EM, Rijnbeek PR. Seinen TM, et al. Among authors: williams rd. J Am Med Inform Assoc. 2022 Jun 14;29(7):1292-1302. doi: 10.1093/jamia/ocac058. J Am Med Inform Assoc. 2022. PMID: 35475536 Free PMC article.
538 results