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26 results

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Deep learning and the electrocardiogram: review of the current state-of-the-art.
Somani S, Russak AJ, Richter F, Zhao S, Vaid A, Chaudhry F, De Freitas JK, Naik N, Miotto R, Nadkarni GN, Narula J, Argulian E, Glicksberg BS. Somani S, et al. Among authors: de freitas jk. Europace. 2021 Aug 6;23(8):1179-1191. doi: 10.1093/europace/euaa377. Europace. 2021. PMID: 33564873 Free PMC article. Review.
Machine Learning in Cardiology-Ensuring Clinical Impact Lives Up to the Hype.
Russak AJ, Chaudhry F, De Freitas JK, Baron G, Chaudhry FF, Bienstock S, Paranjpe I, Vaid A, Ali M, Zhao S, Somani S, Richter F, Bawa T, Levy PD, Miotto R, Nadkarni GN, Johnson KW, Glicksberg BS. Russak AJ, et al. Among authors: de freitas jk. J Cardiovasc Pharmacol Ther. 2020 Sep;25(5):379-390. doi: 10.1177/1074248420928651. Epub 2020 Jun 4. J Cardiovasc Pharmacol Ther. 2020. PMID: 32495652 Review.
Sleep in the Natural Environment: A Pilot Study.
Chaudhry FF, Danieletto M, Golden E, Scelza J, Botwin G, Shervey M, De Freitas JK, Paranjpe I, Nadkarni GN, Miotto R, Glowe P, Stock G, Percha B, Zimmerman N, Dudley JT, Glicksberg BS. Chaudhry FF, et al. Among authors: de freitas jk. Sensors (Basel). 2020 Mar 3;20(5):1378. doi: 10.3390/s20051378. Sensors (Basel). 2020. PMID: 32138289 Free PMC article.
Contrastive learning improves critical event prediction in COVID-19 patients.
Wanyan T, Honarvar H, Jaladanki SK, Zang C, Naik N, Somani S, De Freitas JK, Paranjpe I, Vaid A, Zhang J, Miotto R, Wang Z, Nadkarni GN, Zitnik M, Azad A, Wang F, Ding Y, Glicksberg BS. Wanyan T, et al. Among authors: de freitas jk. Patterns (N Y). 2021 Dec 10;2(12):100389. doi: 10.1016/j.patter.2021.100389. Epub 2021 Oct 25. Patterns (N Y). 2021. PMID: 34723227 Free PMC article.
Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients.
Wanyan T, Honarvar H, Jaladanki SK, Zang C, Naik N, Somani S, Freitas JK, Paranjpe I, Vaid A, Miotto R, Nadkarni GN, Zitnik M, ArifulAzad, Wang F, Ding Y, Glicksberg BS. Wanyan T, et al. Among authors: freitas jk. ArXiv [Preprint]. 2021 Jan 11:arXiv:2101.04013v1. ArXiv. 2021. PMID: 33442560 Free PMC article. Updated. Preprint.
Derivation and Validation of Genome-Wide Polygenic Score for Ischemic Heart Failure.
Paranjpe I, Tsao NL, De Freitas JK, Judy R, Chaudhary K, Forrest IS, Jaladanki SK, Paranjpe M, Sharma P; CBIPM Genomics Team; Regeneron Genetics Center; Glicksberg BS, Narula J, Do R, Damrauer SM, Nadkarni GN. Paranjpe I, et al. Among authors: de freitas jk. J Am Heart Assoc. 2021 Nov 16;10(22):e021916. doi: 10.1161/JAHA.121.021916. Epub 2021 Oct 29. J Am Heart Assoc. 2021. PMID: 34713709 Free PMC article.
Development of a machine learning model using electrocardiogram signals to improve acute pulmonary embolism screening.
Somani SS, Honarvar H, Narula S, Landi I, Lee S, Khachatoorian Y, Rehmani A, Kim A, De Freitas JK, Teng S, Jaladanki S, Kumar A, Russak A, Zhao SP, Freeman R, Levin MA, Nadkarni GN, Kagen AC, Argulian E, Glicksberg BS. Somani SS, et al. Among authors: de freitas jk. Eur Heart J Digit Health. 2021 Nov 25;3(1):56-66. doi: 10.1093/ehjdh/ztab101. eCollection 2022 Mar. Eur Heart J Digit Health. 2021. PMID: 35355847 Free PMC article.
Clinical Characteristics of Hospitalized Covid-19 Patients in New York City.
Paranjpe I, Russak AJ, De Freitas JK, Lala A, Miotto R, Vaid A, Johnson KW, Danieletto M, Golden E, Meyer D, Singh M, Somani S, Manna S, Nangia U, Kapoor A, O'Hagan R, O'Reilly PF, Huckins LM, Glowe P, Kia A, Timsina P, Freeman RM, Levin MA, Jhang J, Firpo A, Kovatch P, Finkelstein J, Aberg JA, Bagiella E, Horowitz CR, Murphy B, Fayad ZA, Narula J, Nestler EJ, Fuster V, Cordon-Cardo C, Charney DS, Reich DL, Just AC, Bottinger EP, Charney AW, Glicksberg BS, Nadkarni GN. Paranjpe I, et al. Among authors: de freitas jk. medRxiv [Preprint]. 2020 Apr 26:2020.04.19.20062117. doi: 10.1101/2020.04.19.20062117. medRxiv. 2020. PMID: 32511655 Free PMC article. Updated. Preprint.
26 results