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Year Number of Results
2005 1
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2013 5
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2019 4
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2021 10
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49 results

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Page 1
Inverse-Weighted Survival Games.
Han X, Goldstein M, Puli A, Wies T, Perotte AJ, Ranganath R. Han X, et al. Among authors: perotte aj. Adv Neural Inf Process Syst. 2021 Dec;34:2160-2172. Adv Neural Inf Process Syst. 2021. PMID: 35859987 Free PMC article.
A conceptual framework for external validity.
Averitt AJ, Ryan PB, Weng C, Perotte A. Averitt AJ, et al. Among authors: perotte a. J Biomed Inform. 2021 Sep;121:103870. doi: 10.1016/j.jbi.2021.103870. Epub 2021 Jul 21. J Biomed Inform. 2021. PMID: 34302957 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: perotte aj. Eur Heart J. 2024 Jun 7;45(22):2002-2012. doi: 10.1093/eurheartj/ehad782. Eur Heart J. 2024. PMID: 38503537 Free PMC article.
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: perotte a. 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.
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. Among authors: perotte aj. 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.
Causal Estimation with Functional Confounders.
Puli A, Perotte AJ, Ranganath R. Puli A, et al. Among authors: perotte aj. Adv Neural Inf Process Syst. 2020 Dec;33:5115-5125. Adv Neural Inf Process Syst. 2020. PMID: 33953524 Free PMC article.
Clinically relevant pretraining is all you need.
Bear Don't Walk Iv OJ, Sun T, Perotte A, Elhadad N. Bear Don't Walk Iv OJ, et al. Among authors: perotte a. J Am Med Inform Assoc. 2021 Aug 13;28(9):1970-1976. doi: 10.1093/jamia/ocab086. J Am Med Inform Assoc. 2021. PMID: 34151966 Free PMC article.
Deep Vision: Learning to Identify Renal Disease With Neural Networks.
Pavinkurve NP, Natarajan K, Perotte AJ. Pavinkurve NP, et al. Among authors: perotte aj. Kidney Int Rep. 2019 May 7;4(7):914-916. doi: 10.1016/j.ekir.2019.04.023. eCollection 2019 Jul. Kidney Int Rep. 2019. PMID: 31317112 Free PMC article. No abstract available.
49 results