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631 results

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Page 1
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: batra 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.
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: batra 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: batra 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 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: batra p. 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.
Machine learning enables new insights into genetic contributions to liver fat accumulation.
Haas ME, Pirruccello JP, Friedman SN, Wang M, Emdin CA, Ajmera VH, Simon TG, Homburger JR, Guo X, Budoff M, Corey KE, Zhou AY, Philippakis A, Ellinor PT, Loomba R, Batra P, Khera AV. Haas ME, et al. Among authors: batra p. Cell Genom. 2021 Dec 8;1(3):100066. doi: 10.1016/j.xgen.2021.100066. Cell Genom. 2021. PMID: 34957434 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: batra 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: batra 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: batra 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.
Inherited basis of visceral, abdominal subcutaneous and gluteofemoral fat depots.
Agrawal S, Wang M, Klarqvist MDR, Smith K, Shin J, Dashti H, Diamant N, Choi SH, Jurgens SJ, Ellinor PT, Philippakis A, Claussnitzer M, Ng K, Udler MS, Batra P, Khera AV. Agrawal S, et al. Among authors: batra p. Nat Commun. 2022 Jun 30;13(1):3771. doi: 10.1038/s41467-022-30931-2. Nat Commun. 2022. PMID: 35773277 Free PMC article.
631 results