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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: jaladanki sk. 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.
Federated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19.
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: jaladanki sk. medRxiv [Preprint]. 2020 Aug 14:2020.08.11.20172809. doi: 10.1101/2020.08.11.20172809. medRxiv. 2020. PMID: 32817979 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: jaladanki sk. JMIR Med Inform. 2021 Jan 27;9(1):e24207. doi: 10.2196/24207. JMIR Med Inform. 2021. PMID: 33400679 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: jaladanki sk. ArXiv [Preprint]. 2021 Jan 11:arXiv:2101.04013v1. ArXiv. 2021. PMID: 33442560 Free PMC article. Updated. Preprint.
Comparison of Approaches for Prediction of Renal Replacement Therapy-Free Survival in Patients with Acute Kidney Injury.
Pattharanitima P, Vaid A, Jaladanki SK, Paranjpe I, O'Hagan R, Chauhan K, Van Vleck TT, Duffy A, Chaudhary K, Glicksberg BS, Neyra JA, Coca SG, Chan L, Nadkarni GN. Pattharanitima P, et al. Among authors: jaladanki sk. Blood Purif. 2021;50(4-5):621-627. doi: 10.1159/000513700. Epub 2021 Feb 25. Blood Purif. 2021. PMID: 33631752 Free 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. Among authors: jaladanki sk. 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.
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: jaladanki sk. BMJ Open. 2020 Nov 27;10(11):e040736. doi: 10.1136/bmjopen-2020-040736. BMJ Open. 2020. PMID: 33247020 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. Among authors: jaladanki sk. 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.
27 results