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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 Mar 20:ehad782. doi: 10.1093/eurheartj/ehad782. Online ahead of print. Eur Heart J. 2024. PMID: 38503537
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.
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.
X-CAL: Explicit Calibration for Survival Analysis.
Goldstein M, Han X, Puli A, Perotte AJ, Ranganath R. Goldstein M, et al. Among authors: perotte aj. Adv Neural Inf Process Syst. 2020 Dec;33:18296-18307. Adv Neural Inf Process Syst. 2020. PMID: 34017160 Free PMC 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.
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.
Learning probabilistic phenotypes from heterogeneous EHR data.
Pivovarov R, Perotte AJ, Grave E, Angiolillo J, Wiggins CH, Elhadad N. Pivovarov R, et al. Among authors: perotte aj. J Biomed Inform. 2015 Dec;58:156-165. doi: 10.1016/j.jbi.2015.10.001. Epub 2015 Oct 14. J Biomed Inform. 2015. PMID: 26464024 Free PMC article.
11 results