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Page 1
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: russak aj. 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. 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.
Using Deep-Learning Algorithms to Simultaneously Identify Right and Left Ventricular Dysfunction From the Electrocardiogram.
Vaid A, Johnson KW, Badgeley MA, Somani SS, Bicak M, Landi I, Russak A, Zhao S, Levin MA, Freeman RS, Charney AW, Kukar A, Kim B, Danilov T, Lerakis S, Argulian E, Narula J, Nadkarni GN, Glicksberg BS. Vaid A, et al. JACC Cardiovasc Imaging. 2022 Mar;15(3):395-410. doi: 10.1016/j.jcmg.2021.08.004. Epub 2021 Oct 13. JACC Cardiovasc Imaging. 2022. PMID: 34656465 Free PMC article.
Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation.
Vaid A, Somani S, Russak AJ, De Freitas JK, Chaudhry FF, Paranjpe I, Johnson KW, Lee SJ, Miotto R, Richter F, Zhao S, Beckmann ND, Naik N, Kia A, Timsina P, Lala A, Paranjpe M, Golden E, Danieletto M, Singh M, Meyer D, O'Reilly PF, Huckins L, Kovatch P, Finkelstein J, Freeman RM, Argulian E, Kasarskis A, Percha B, Aberg JA, Bagiella E, Horowitz CR, Murphy B, Nestler EJ, Schadt EE, Cho JH, Cordon-Cardo C, Fuster V, Charney DS, Reich DL, Bottinger EP, Levin MA, Narula J, Fayad ZA, Just AC, Charney AW, Nadkarni GN, Glicksberg BS. Vaid A, et al. Among authors: russak aj. J Med Internet Res. 2020 Nov 6;22(11):e24018. doi: 10.2196/24018. J Med Internet Res. 2020. PMID: 33027032 Free PMC article.
Predictive Approaches for Acute Dialysis Requirement and Death in COVID-19.
Vaid A, Chan L, Chaudhary K, Jaladanki SK, Paranjpe I, Russak A, Kia A, Timsina P, Levin MA, He JC, Böttinger EP, Charney AW, Fayad ZA, Coca SG, Glicksberg BS, Nadkarni GN; MSCIC. Vaid A, et al. Clin J Am Soc Nephrol. 2021 Aug;16(8):1158-1168. doi: 10.2215/CJN.17311120. Epub 2021 May 24. Clin J Am Soc Nephrol. 2021. PMID: 34031183 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. 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.
Outcomes of Patients on Maintenance Dialysis Hospitalized with COVID-19.
Chan L, Jaladanki SK, Somani S, Paranjpe I, Kumar A, Zhao S, Kaufman L, Leisman S, Sharma S, He JC, Murphy B, Fayad ZA, Levin MA, Bottinger EP, Charney AW, Glicksberg BS, Coca SG, Nadkarni GN; Mount Sinai COVID Informatics Center (MSCIC). Chan L, et al. Clin J Am Soc Nephrol. 2021 Mar 8;16(3):452-455. doi: 10.2215/CJN.12360720. Epub 2020 Oct 30. Clin J Am Soc Nephrol. 2021. PMID: 33127607 Free PMC article. No abstract available.
Prevalence and Impact of Myocardial Injury in Patients Hospitalized With COVID-19 Infection.
Lala A, Johnson KW, Januzzi JL, Russak AJ, Paranjpe I, Richter F, Zhao S, Somani S, Van Vleck T, Vaid A, Chaudhry F, De Freitas JK, Fayad ZA, Pinney SP, Levin M, Charney A, Bagiella E, Narula J, Glicksberg BS, Nadkarni G, Mancini DM, Fuster V; Mount Sinai COVID Informatics Center. Lala A, et al. Among authors: russak aj. J Am Coll Cardiol. 2020 Aug 4;76(5):533-546. doi: 10.1016/j.jacc.2020.06.007. Epub 2020 Jun 8. J Am Coll Cardiol. 2020. PMID: 32517963 Free PMC article.
Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 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, Kapoor A, O'Hagan R, Manna S, Nangia U, Jaladanki SK, O'Reilly P, 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 D, Reich DL, Just A, Bottinger EP, Charney AW, Glicksberg BS, Nadkarni GN; Mount Sinai COVID Informatics Center (MSCIC). Paranjpe I, et al. Among authors: russak aj. BMJ Open. 2020 Nov 27;10(11):e040736. doi: 10.1136/bmjopen-2020-040736. BMJ Open. 2020. PMID: 33247020 Free PMC article.
A transcriptomic model to predict increase in fibrous cap thickness in response to high-dose statin treatment: Validation by serial intracoronary OCT imaging.
Johnson KW, Glicksberg BS, Shameer K, Vengrenyuk Y, Krittanawong C, Russak AJ, Sharma SK, Narula JN, Dudley JT, Kini AS. Johnson KW, et al. Among authors: russak aj. EBioMedicine. 2019 Jun;44:41-49. doi: 10.1016/j.ebiom.2019.05.007. Epub 2019 May 22. EBioMedicine. 2019. PMID: 31126891 Free PMC article.
14 results