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ECG-Based Deep Learning and Clinical Risk Factors to Predict Atrial Fibrillation.
Khurshid S, Friedman S, Reeder C, Di Achille P, Diamant N, Singh P, Harrington LX, Wang X, Al-Alusi MA, Sarma G, Foulkes AS, Ellinor PT, Anderson CD, Ho JE, Philippakis AA, Batra P, Lubitz SA. Khurshid S, et al. Among authors: sarma g. Circulation. 2022 Jan 11;145(2):122-133. doi: 10.1161/CIRCULATIONAHA.121.057480. Epub 2021 Nov 8. Circulation. 2022. PMID: 34743566 Free PMC article.
Cohort design and natural language processing to reduce bias in electronic health records research.
Khurshid S, Reeder C, Harrington LX, Singh P, Sarma G, Friedman SF, Di Achille P, Diamant N, Cunningham JW, Turner AC, Lau ES, Haimovich JS, Al-Alusi MA, Wang X, Klarqvist MDR, Ashburner JM, Diedrich C, Ghadessi M, Mielke J, Eilken HM, McElhinney A, Derix A, Atlas SJ, Ellinor PT, Philippakis AA, Anderson CD, Ho JE, Batra P, Lubitz SA. Khurshid S, et al. Among authors: sarma g. NPJ Digit Med. 2022 Apr 8;5(1):47. doi: 10.1038/s41746-022-00590-0. NPJ Digit Med. 2022. PMID: 35396454 Free PMC article.
Deep learning on resting electrocardiogram to identify impaired heart rate recovery.
Diamant N, Di Achille P, Weng LC, Lau ES, Khurshid S, Friedman S, Reeder C, Singh P, Wang X, Sarma G, Ghadessi M, Mielke J, Elci E, Kryukov I, Eilken HM, Derix A, Ellinor PT, Anderson CD, Philippakis AA, Batra P, Lubitz SA, Ho JE. Diamant N, et al. Among authors: sarma g. Cardiovasc Digit Health J. 2022 Jun 24;3(4):161-170. doi: 10.1016/j.cvdhj.2022.06.001. eCollection 2022 Aug. Cardiovasc Digit Health J. 2022. PMID: 36046430 Free PMC article.
Physiology as a Lingua Franca for Clinical Machine Learning.
Sarma GP, Reinertsen E; ML4CVD Group. Sarma GP, et al. Patterns (N Y). 2020 May 8;1(2):100017. doi: 10.1016/j.patter.2020.100017. eCollection 2020 May 8. Patterns (N Y). 2020. PMID: 33205094 Free PMC article.
Unit testing, model validation, and biological simulation.
Sarma GP, Jacobs TW, Watts MD, Ghayoomie SV, Larson SD, Gerkin RC. Sarma GP, et al. F1000Res. 2016 Aug 10;5:1946. doi: 10.12688/f1000research.9315.1. eCollection 2016. F1000Res. 2016. PMID: 27635225 Free PMC article.
OpenWorm: overview and recent advances in integrative biological simulation of Caenorhabditis elegans.
Sarma GP, Lee CW, Portegys T, Ghayoomie V, Jacobs T, Alicea B, Cantarelli M, Currie M, Gerkin RC, Gingell S, Gleeson P, Gordon R, Hasani RM, Idili G, Khayrulin S, Lung D, Palyanov A, Watts M, Larson SD. Sarma GP, et al. Philos Trans R Soc Lond B Biol Sci. 2018 Sep 10;373(1758):20170382. doi: 10.1098/rstb.2017.0382. Philos Trans R Soc Lond B Biol Sci. 2018. PMID: 30201845 Free PMC article. Review.
209 results