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Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study.
Ouyang D, Theurer J, Stein NR, Hughes JW, Elias P, He B, Yuan N, Duffy G, Sandhu RK, Ebinger J, Botting P, Jujjavarapu M, Claggett B, Tooley JE, Poterucha T, Chen JH, Nurok M, Perez M, Perotte A, Zou JY, Cook NR, Chugh SS, Cheng S, Albert CM. Ouyang D, et al. Among authors: elias p. Lancet Digit Health. 2024 Jan;6(1):e70-e78. doi: 10.1016/S2589-7500(23)00220-0. Epub 2023 Dec 7. Lancet Digit Health. 2024. PMID: 38065778 Free article.
The Prognostic Value of Electrocardiogram at Presentation to Emergency Department in Patients With COVID-19.
Elias P, Poterucha TJ, Jain SS, Sayer G, Raikhelkar J, Fried J, Clerkin K, Griffin J, DeFilippis EM, Gupta A, Lawlor M, Madhavan M, Rosenblum H, Roth ZB, Natarajan K, Hripcsak G, Perotte A, Wan EY, Saluja A, Dizon J, Ehlert F, Morrow JP, Yarmohammadi H, Kumaraiah D, Redfors B, Gavin N, Kirtane A, Rabbani L, Burkhoff D, Moses J, Schwartz A, Leon M, Uriel N. Elias P, et al. Mayo Clin Proc. 2020 Oct;95(10):2099-2109. doi: 10.1016/j.mayocp.2020.07.028. Epub 2020 Aug 15. Mayo Clin Proc. 2020. PMID: 33012341 Free PMC article.
Admission Cardiac Diagnostic Testing with Electrocardiography and Troponin Measurement Prognosticates Increased 30-Day Mortality in COVID-19.
Poterucha TJ, Elias P, Jain SS, Sayer G, Redfors B, Burkhoff D, Rosenblum H, DeFilippis EM, Gupta A, Lawlor M, Madhavan MV, Griffin J, Raikhelkar J, Fried J, Clerkin KJ, Kim A, Perotte A, Maurer MS, Saluja D, Dizon J, Ehlert FA, Morrow JP, Yarmohammadi H, Biviano AB, Garan H, Rabbani L, Leon MB, Schwartz A, Uriel N, Wan EY. Poterucha TJ, et al. Among authors: elias p. J Am Heart Assoc. 2021 Jan 5;10(1):e018476. doi: 10.1161/JAHA.120.018476. Epub 2020 Nov 10. J Am Heart Assoc. 2021. PMID: 33169643 Free PMC article.
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients.
Rodriguez VA, Bhave S, Chen R, Pang C, Hripcsak G, Sengupta S, Elhadad N, Green R, Adelman J, Metitiri KS, Elias P, Groves H, Mohan S, Natarajan K, Perotte A. Rodriguez VA, et al. Among authors: elias p. J Am Med Inform Assoc. 2021 Jul 14;28(7):1480-1488. doi: 10.1093/jamia/ocab029. J Am Med Inform Assoc. 2021. PMID: 33706377 Free PMC article.
Deep Learning Electrocardiographic Analysis for Detection of Left-Sided Valvular Heart Disease.
Elias P, Poterucha TJ, Rajaram V, Moller LM, Rodriguez V, Bhave S, Hahn RT, Tison G, Abreau SA, Barrios J, Torres JN, Hughes JW, Perez MV, Finer J, Kodali S, Khalique O, Hamid N, Schwartz A, Homma S, Kumaraiah D, Cohen DJ, Maurer MS, Einstein AJ, Nazif T, Leon MB, Perotte AJ. Elias P, et al. J Am Coll Cardiol. 2022 Aug 9;80(6):613-626. doi: 10.1016/j.jacc.2022.05.029. J Am Coll Cardiol. 2022. PMID: 35926935 Free article.
Deep learning to detect left ventricular structural abnormalities in chest X-rays.
Bhave S, Rodriguez V, Poterucha T, Mutasa S, Aberle D, Capaccione KM, Chen Y, Dsouza B, Dumeer S, Goldstein J, Hodes A, Leb J, Lungren M, Miller M, Monoky D, Navot B, Wattamwar K, Wattamwar A, Clerkin K, Ouyang D, Ashley E, Topkara VK, Maurer M, Einstein AJ, Uriel N, Homma S, Schwartz A, Jaramillo D, Perotte AJ, Elias P. Bhave S, et al. Among authors: elias p. Eur Heart J. 2024 Mar 20:ehad782. doi: 10.1093/eurheartj/ehad782. Online ahead of print. Eur Heart J. 2024. PMID: 38503537
Artificial Intelligence for Cardiovascular Care - Part 1: Advances: JACC Review Topic of the Week.
Elias P, Jain S, Poterucha T, Randazzo M, Lopez Jimenez F, Khera R, Perez M, Ouyang D, Pirruccello J, Salerno M, Einstein A, Avram R, Tison G, Nadkarni G, Natarajan V, Pierson E, Beecy A, Kumaraiah D, Haggerty C, Avari Silva JN, Maddox TM. Elias P, et al. J Am Coll Cardiol. 2024 Mar 26:S0735-1097(24)06742-1. doi: 10.1016/j.jacc.2024.03.400. Online ahead of print. J Am Coll Cardiol. 2024. PMID: 38593946 Review.
Artificial Intelligence in Cardiovascular Care - Part 2: Applications: JACC Review Topic of the Week.
Jain S, Elias P, Poterucha T, Randazzo M, Lopez Jimenez F, Khera R, Perez M, Ouyang D, Pirruccello J, Salerno M, Einstein A, Avram R, Tison G, Nadkarni G, Natarajan V, Pierson E, Beecy A, Kumaraiah D, Haggerty C, Avari Silva JN, Maddox TM. Jain S, et al. Among authors: elias p. J Am Coll Cardiol. 2024 Mar 26:S0735-1097(24)06744-5. doi: 10.1016/j.jacc.2024.03.401. Online ahead of print. J Am Coll Cardiol. 2024. PMID: 38593945 Review.
955 results