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Page 1
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: di achille p. 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.
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: di achille p. 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.
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: di achille p. 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: di achille p. 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: di achille p. 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: di achille p. 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.
Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch.
Cunningham JW, Di Achille P, Morrill VN, Weng LC, Choi SH, Khurshid S, Nauffal V, Pirruccello JP, Solomon SD, Batra P, Ho JE, Philippakis AA, Ellinor PT, Lubitz SA. Cunningham JW, et al. Among authors: di achille p. Circ Genom Precis Med. 2023 Feb;16(1):e003676. doi: 10.1161/CIRCGEN.121.003676. Epub 2022 Dec 29. Circ Genom Precis Med. 2023. PMID: 36580284 Free PMC article.
Genetics of myocardial interstitial fibrosis in the human heart and association with disease.
Nauffal V, Di Achille P, Klarqvist MDR, Cunningham JW, Hill MC, Pirruccello JP, Weng LC, Morrill VN, Choi SH, Khurshid S, Friedman SF, Nekoui M, Roselli C, Ng K, Philippakis AA, Batra P, Ellinor PT, Lubitz SA. Nauffal V, et al. Among authors: di achille p. Nat Genet. 2023 May;55(5):777-786. doi: 10.1038/s41588-023-01371-5. Epub 2023 Apr 20. Nat Genet. 2023. PMID: 37081215 Free PMC article.
Genetic Susceptibility to Atrial Fibrillation Identified via Deep Learning of 12-Lead Electrocardiograms.
Wang X, Khurshid S, Choi SH, Friedman S, Weng LC, Reeder C, Pirruccello JP, Singh P, Lau ES, Venn R, Diamant N, Di Achille P, Philippakis A, Anderson CD, Ho JE, Ellinor PT, Batra P, Lubitz SA. Wang X, et al. Among authors: di achille p. Circ Genom Precis Med. 2023 Aug;16(4):340-349. doi: 10.1161/CIRCGEN.122.003808. Epub 2023 Jun 6. Circ Genom Precis Med. 2023. PMID: 37278238 Free PMC article.
32 results