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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: friedman s. 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.
Analysis of cardiac magnetic resonance imaging in 36,000 individuals yields genetic insights into dilated cardiomyopathy.
Pirruccello JP, Bick A, Wang M, Chaffin M, Friedman S, Yao J, Guo X, Venkatesh BA, Taylor KD, Post WS, Rich S, Lima JAC, Rotter JI, Philippakis A, Lubitz SA, Ellinor PT, Khera AV, Kathiresan S, Aragam KG. Pirruccello JP, et al. Among authors: friedman s. Nat Commun. 2020 May 7;11(1):2254. doi: 10.1038/s41467-020-15823-7. Nat Commun. 2020. PMID: 32382064 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.
Deep Learning to Predict Cardiac Magnetic Resonance-Derived Left Ventricular Mass and Hypertrophy From 12-Lead ECGs.
Khurshid S, Friedman S, Pirruccello JP, Di Achille P, Diamant N, Anderson CD, Ellinor PT, Batra P, Ho JE, Philippakis AA, Lubitz SA. Khurshid S, et al. Among authors: friedman s. Circ Cardiovasc Imaging. 2021 Jun;14(6):e012281. doi: 10.1161/CIRCIMAGING.120.012281. Epub 2021 Jun 15. Circ Cardiovasc Imaging. 2021. PMID: 34126762 Free PMC article.
Deep learning enables genetic analysis of the human thoracic aorta.
Pirruccello JP, Chaffin MD, Chou EL, Fleming SJ, Lin H, Nekoui M, Khurshid S, Friedman SF, Bick AG, Arduini A, Weng LC, Choi SH, Akkad AD, Batra P, Tucker NR, Hall AW, Roselli C, Benjamin EJ, Vellarikkal SK, Gupta RM, Stegmann CM, Juric D, Stone JR, Vasan RS, Ho JE, Hoffmann U, Lubitz SA, Philippakis AA, Lindsay ME, Ellinor PT. Pirruccello JP, et al. Among authors: friedman sf. Nat Genet. 2022 Jan;54(1):40-51. doi: 10.1038/s41588-021-00962-4. Epub 2021 Nov 26. Nat Genet. 2022. PMID: 34837083 Free PMC article.
Deep learning to estimate cardiac magnetic resonance-derived left ventricular mass.
Khurshid S, Friedman SF, Pirruccello JP, Di Achille P, Diamant N, Anderson CD, Ellinor PT, Batra P, Ho JE, Philippakis AA, Lubitz SA. Khurshid S, et al. Among authors: friedman sf. Cardiovasc Digit Health J. 2021 Mar 17;2(2):109-117. doi: 10.1016/j.cvdhj.2021.03.001. eCollection 2021 Apr. Cardiovasc Digit Health J. 2021. PMID: 35265898 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: friedman sf. 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.
Genetic analysis of right heart structure and function in 40,000 people.
Pirruccello JP, Di Achille P, Nauffal V, Nekoui M, Friedman SF, Klarqvist MDR, Chaffin MD, Weng LC, Cunningham JW, Khurshid S, Roselli C, Lin H, Koyama S, Ito K, Kamatani Y, Komuro I; BioBank Japan Project; Jurgens SJ, Benjamin EJ, Batra P, Natarajan P, Ng K, Hoffmann U, Lubitz SA, Ho JE, Lindsay ME, Philippakis AA, Ellinor PT. Pirruccello JP, et al. Among authors: friedman sf. Nat Genet. 2022 Jun;54(6):792-803. doi: 10.1038/s41588-022-01090-3. Epub 2022 Jun 13. Nat Genet. 2022. PMID: 35697867 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: friedman s. 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.
Clinical and genetic associations of deep learning-derived cardiac magnetic resonance-based left ventricular mass.
Khurshid S, Lazarte J, Pirruccello JP, Weng LC, Choi SH, Hall AW, Wang X, Friedman SF, Nauffal V, Biddinger KJ, Aragam KG, Batra P, Ho JE, Philippakis AA, Ellinor PT, Lubitz SA. Khurshid S, et al. Among authors: friedman sf. Nat Commun. 2023 Mar 21;14(1):1558. doi: 10.1038/s41467-023-37173-w. Nat Commun. 2023. PMID: 36944631 Free PMC article.
3,692 results