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Accelerating diagnosis of Parkinson's disease through risk prediction.
Yuan W, Beaulieu-Jones B, Krolewski R, Palmer N, Veyrat-Follet C, Frau F, Cohen C, Bozzi S, Cogswell M, Kumar D, Coulouvrat C, Leroy B, Fischer TZ, Sardi SP, Chandross KJ, Rubin LL, Wills AM, Kohane I, Lipnick SL. Yuan W, et al. BMC Neurol. 2021 May 18;21(1):201. doi: 10.1186/s12883-021-02226-4. BMC Neurol. 2021. PMID: 34006233 Free PMC article.
Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies.
Hou J, Zhao R, Gronsbell J, Lin Y, Bonzel CL, Zeng Q, Zhang S, Beaulieu-Jones BK, Weber GM, Jemielita T, Wan SS, Hong C, Cai T, Wen J, Ayakulangara Panickan V, Liaw KL, Liao K, Cai T. Hou J, et al. J Med Internet Res. 2023 May 25;25:e45662. doi: 10.2196/45662. J Med Internet Res. 2023. PMID: 37227772 Free PMC article.
What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask.
Kohane IS, Aronow BJ, Avillach P, Beaulieu-Jones BK, Bellazzi R, Bradford RL, Brat GA, Cannataro M, Cimino JJ, García-Barrio N, Gehlenborg N, Ghassemi M, Gutiérrez-Sacristán A, Hanauer DA, Holmes JH, Hong C, Klann JG, Loh NHW, Luo Y, Mandl KD, Daniar M, Moore JH, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Palmer N, Patel LP, Pedrera-Jiménez M, Sliz P, South AM, Tan ALM, Taylor DM, Taylor BW, Torti C, Vallejos AK, Wagholikar KB; Consortium For Clinical Characterization Of COVID-19 By EHR (4CE); Weber GM, Cai T. Kohane IS, et al. J Med Internet Res. 2021 Mar 2;23(3):e22219. doi: 10.2196/22219. J Med Internet Res. 2021. PMID: 33600347 Free PMC article.
Disease progression strikingly differs in research and real-world Parkinson's populations.
Beaulieu-Jones BK, Frau F, Bozzi S, Chandross KJ, Peterschmitt MJ, Cohen C, Coulovrat C, Kumar D, Kruger MJ, Lipnick SL, Fitzsimmons L, Kohane IS, Scherzer CR. Beaulieu-Jones BK, et al. medRxiv [Preprint]. 2024 Feb 18:2024.02.17.24302981. doi: 10.1101/2024.02.17.24302981. medRxiv. 2024. Update in: NPJ Parkinsons Dis. 2024 Mar 13;10(1):58. doi: 10.1038/s41531-024-00667-5 PMID: 38405736 Free PMC article. Updated. Preprint.
Developing better digital health measures of Parkinson's disease using free living data and a crowdsourced data analysis challenge.
Sieberts SK, Borzymowski H, Guan Y, Huang Y, Matzner A, Page A, Bar-Gad I, Beaulieu-Jones B, El-Hanani Y, Goschenhofer J, Javidnia M, Keller MS, Li YC, Saqib M, Smith G, Stanescu A, Venuto CS, Zielinski R; BEAT-PD DREAM Challenge Consortium; Jayaraman A, Evers LJW, Foschini L, Mariakakis A, Pandey G, Shawen N, Synder P, Omberg L. Sieberts SK, et al. PLOS Digit Health. 2023 Mar 28;2(3):e0000208. doi: 10.1371/journal.pdig.0000208. eCollection 2023 Mar. PLOS Digit Health. 2023. PMID: 36976789 Free PMC article.
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