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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: nadkarni gn. 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.
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. 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.
Derivation and validation of genome-wide polygenic score for urinary tract stone diagnosis.
Paranjpe I, Tsao N, Judy R, Paranjpe M, Chaudhary K, Klarin D, Forrest I, O'Hagan R, Kapoor A, Pfail J, Jaladanki S, Chaudhry F, Vaid A, Duy PQ; Charles Bronfman Institute of Personalized Medicine Genomics Team; Regeneron Genomics Team; He JC, Glicksberg BS, Coca SG, Gupta M, Do R, Damrauer SM, Nadkarni GN. Paranjpe I, et al. Among authors: nadkarni gn. Kidney Int. 2020 Nov;98(5):1323-1330. doi: 10.1016/j.kint.2020.04.055. Epub 2020 Jun 12. Kidney Int. 2020. PMID: 32540406 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: nadkarni gn. 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.
AKI in Hospitalized Patients with COVID-19.
Chan L, Chaudhary K, Saha A, Chauhan K, Vaid A, Zhao S, Paranjpe I, Somani S, Richter F, Miotto R, Lala A, Kia A, Timsina P, Li L, Freeman R, Chen R, Narula J, Just AC, Horowitz C, Fayad Z, Cordon-Cardo C, Schadt E, Levin MA, Reich DL, Fuster V, Murphy B, He JC, Charney AW, Böttinger EP, Glicksberg BS, Coca SG, Nadkarni GN; on behalf of the Mount Sinai COVID Informatics Center (MSCIC). Chan L, et al. Among authors: nadkarni gn. J Am Soc Nephrol. 2021 Jan;32(1):151-160. doi: 10.1681/ASN.2020050615. Epub 2020 Sep 3. J Am Soc Nephrol. 2021. PMID: 32883700 Free PMC article.
Genetic Architecture of Abdominal Aortic Aneurysm in the Million Veteran Program.
Klarin D, Verma SS, Judy R, Dikilitas O, Wolford BN, Paranjpe I, Levin MG, Pan C, Tcheandjieu C, Spin JM, Lynch J, Assimes TL, Åldstedt Nyrønning L, Mattsson E, Edwards TL, Denny J, Larson E, Lee MTM, Carrell D, Zhang Y, Jarvik GP, Gharavi AG, Harley J, Mentch F, Pacheco JA, Hakonarson H, Skogholt AH, Thomas L, Gabrielsen ME, Hveem K, Nielsen JB, Zhou W, Fritsche L, Huang J, Natarajan P, Sun YV, DuVall SL, Rader DJ, Cho K, Chang KM, Wilson PWF, O'Donnell CJ, Kathiresan S, Scali ST, Berceli SA, Willer C, Jones GT, Bown MJ, Nadkarni G, Kullo IJ, Ritchie M, Damrauer SM, Tsao PS; Veterans Affairs Million Veteran Program†. Klarin D, et al. Circulation. 2020 Oct 27;142(17):1633-1646. doi: 10.1161/CIRCULATIONAHA.120.047544. Epub 2020 Sep 28. Circulation. 2020. PMID: 32981348 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: nadkarni gn. J Med Internet Res. 2020 Nov 6;22(11):e24018. doi: 10.2196/24018. J Med Internet Res. 2020. PMID: 33027032 Free PMC article.
Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury.
Chaudhary K, Vaid A, Duffy Á, Paranjpe I, Jaladanki S, Paranjpe M, Johnson K, Gokhale A, Pattharanitima P, Chauhan K, O'Hagan R, Van Vleck T, Coca SG, Cooper R, Glicksberg B, Bottinger EP, Chan L, Nadkarni GN. Chaudhary K, et al. Among authors: nadkarni gn. Clin J Am Soc Nephrol. 2020 Nov 6;15(11):1557-1565. doi: 10.2215/CJN.09330819. Epub 2020 Oct 8. Clin J Am Soc Nephrol. 2020. PMID: 33033164 Free PMC article.
352 results