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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.
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.
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.
Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study.
Paranjpe I, Chaudhary K, Johnson KW, Jaladanki SK, Zhao S, De Freitas JK, Pujdas E, Chaudhry F, Bottinger EP, Levin MA, Fayad ZA, Charney AW, Houldsworth J, Cordon-Cardo C, Glicksberg BS, Nadkarni GN. Paranjpe I, et al. Among authors: de freitas jk. PLoS One. 2021 Feb 24;16(2):e0247366. doi: 10.1371/journal.pone.0247366. eCollection 2021. PLoS One. 2021. PMID: 33626098 Free PMC article.
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.
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.
Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach.
Vaid A, Jaladanki SK, Xu J, Teng S, Kumar A, Lee S, Somani S, Paranjpe I, De Freitas JK, Wanyan T, Johnson KW, Bicak M, Klang E, Kwon YJ, Costa A, Zhao S, Miotto R, Charney AW, Böttinger E, Fayad ZA, Nadkarni GN, Wang F, Glicksberg BS. Vaid A, et al. Among authors: de freitas jk. JMIR Med Inform. 2021 Jan 27;9(1):e24207. doi: 10.2196/24207. JMIR Med Inform. 2021. PMID: 33400679 Free PMC article.
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