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Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction.
Al-Zaiti SS, Martin-Gill C, Zègre-Hemsey JK, Bouzid Z, Faramand Z, Alrawashdeh MO, Gregg RE, Helman S, Riek NT, Kraevsky-Phillips K, Clermont G, Akcakaya M, Sereika SM, Van Dam P, Smith SW, Birnbaum Y, Saba S, Sejdic E, Callaway CW. Al-Zaiti SS, et al. Among authors: kraevsky phillips k. Nat Med. 2023 Jul;29(7):1804-1813. doi: 10.1038/s41591-023-02396-3. Epub 2023 Jun 29. Nat Med. 2023. PMID: 37386246 Free PMC article.
Unsupervised machine learning identifies symptoms of indigestion as a predictor of acute decompensation and adverse cardiac events in patients with heart failure presenting to the emergency department.
Kraevsky-Phillips K, Sereika SM, Bouzid Z, Hickey G, Callaway CW, Saba S, Martin-Gill C, Al-Zaiti SS. Kraevsky-Phillips K, et al. Heart Lung. 2023 Sep-Oct;61:107-113. doi: 10.1016/j.hrtlng.2023.05.012. Epub 2023 May 27. Heart Lung. 2023. PMID: 37247537 Free PMC article.
Machine Learning for the ECG Diagnosis and Risk Stratification of Occlusion Myocardial Infarction at First Medical Contact.
Al-Zaiti S, Martin-Gill C, Zégre-Hemsey J, Bouzid Z, Faramand Z, Alrawashdeh M, Gregg R, Helman S, Riek N, Kraevsky-Phillips K, Clermont G, Akcakaya M, Sereika S, Van Dam P, Smith S, Birnbaum Y, Saba S, Sejdic E, Callaway C. Al-Zaiti S, et al. Among authors: kraevsky phillips k. Res Sq [Preprint]. 2023 Jan 30:rs.3.rs-2510930. doi: 10.21203/rs.3.rs-2510930/v1. Res Sq. 2023. Update in: Nat Med. 2023 Jul;29(7):1804-1813. doi: 10.1038/s41591-023-02396-3. PMID: 36778371 Free PMC article. Updated. Preprint.