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Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke.
Miller MI, Orfanoudaki A, Cronin M, Saglam H, So Yeon Kim I, Balogun O, Tzalidi M, Vasilopoulos K, Fanaropoulou G, Fanaropoulou NM, Kalin J, Hutch M, Prescott BR, Brush B, Benjamin EJ, Shin M, Mian A, Greer DM, Smirnakis SM, Ong CJ. Miller MI, et al. Among authors: hutch m. Neurocrit Care. 2022 Aug;37(Suppl 2):291-302. doi: 10.1007/s12028-022-01513-3. Epub 2022 May 9. Neurocrit Care. 2022. PMID: 35534660 Free PMC article.
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports.
Ong CJ, Orfanoudaki A, Zhang R, Caprasse FPM, Hutch M, Ma L, Fard D, Balogun O, Miller MI, Minnig M, Saglam H, Prescott B, Greer DM, Smirnakis S, Bertsimas D. Ong CJ, et al. Among authors: hutch m. PLoS One. 2020 Jun 19;15(6):e0234908. doi: 10.1371/journal.pone.0234908. eCollection 2020. PLoS One. 2020. PMID: 32559211 Free PMC article.
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.
Klann JG, Estiri H, Weber GM, Moal B, Avillach P, Hong C, Tan ALM, Beaulieu-Jones BK, Castro V, Maulhardt T, Geva A, Malovini A, South AM, Visweswaran S, Morris M, Samayamuthu MJ, Omenn GS, Ngiam KY, Mandl KD, Boeker M, Olson KL, Mowery DL, Follett RW, Hanauer DA, Bellazzi R, Moore JH, Loh NW, Bell DS, Wagholikar KB, Chiovato L, Tibollo V, Rieg S, Li ALLJ, Jouhet V, Schriver E, Xia Z, Hutch M, Luo Y, Kohane IS; Consortium for Clinical Characterization of COVID-19 by EHR (4CE) (CONSORTIA AUTHOR); Brat GA, Murphy SN. Klann JG, et al. Among authors: hutch m. J Am Med Inform Assoc. 2021 Jul 14;28(7):1411-1420. doi: 10.1093/jamia/ocab018. J Am Med Inform Assoc. 2021. PMID: 33566082 Free PMC article.
International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.
Bourgeois FT, Gutiérrez-Sacristán A, Keller MS, Liu M, Hong C, Bonzel CL, Tan ALM, Aronow BJ, Boeker M, Booth J, Cruz Rojo J, Devkota B, García Barrio N, Gehlenborg N, Geva A, Hanauer DA, Hutch MR, Issitt RW, Klann JG, Luo Y, Mandl KD, Mao C, Moal B, Moshal KL, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Patel LP, Jiménez MP, Sebire NJ, Balazote PS, Serret-Larmande A, South AM, Spiridou A, Taylor DM, Tippmann P, Visweswaran S, Weber GM, Kohane IS, Cai T, Avillach P; Consortium for Clinical Characterization of COVID-19 by EHR (4CE). Bourgeois FT, et al. Among authors: hutch mr. JAMA Netw Open. 2021 Jun 1;4(6):e2112596. doi: 10.1001/jamanetworkopen.2021.12596. JAMA Netw Open. 2021. PMID: 34115127 Free PMC article.
National Trends in Disease Activity for COVID-19 Among Children in the US.
Hutch MR, Liu M, Avillach P; Consortium for Clinical Characterization of COVID-19 by EHR (4CE); Luo Y, Bourgeois FT. Hutch MR, et al. Front Pediatr. 2021 Jul 8;9:700656. doi: 10.3389/fped.2021.700656. eCollection 2021. Front Pediatr. 2021. PMID: 34307261 Free PMC article.
31 results