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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: hughes jw. 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.
A digital biomarker of diabetes from smartphone-based vascular signals.
Avram R, Olgin JE, Kuhar P, Hughes JW, Marcus GM, Pletcher MJ, Aschbacher K, Tison GH. Avram R, et al. Among authors: hughes jw. Nat Med. 2020 Oct;26(10):1576-1582. doi: 10.1038/s41591-020-1010-5. Epub 2020 Aug 17. Nat Med. 2020. PMID: 32807931 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: hughes jw. 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 evaluation of biomarkers from echocardiogram videos.
Hughes JW, Yuan N, He B, Ouyang J, Ebinger J, Botting P, Lee J, Theurer J, Tooley JE, Nieman K, Lungren MP, Liang DH, Schnittger I, Chen JH, Ashley EA, Cheng S, Ouyang D, Zou JY. Hughes JW, et al. EBioMedicine. 2021 Nov;73:103613. doi: 10.1016/j.ebiom.2021.103613. Epub 2021 Oct 14. EBioMedicine. 2021. PMID: 34656880 Free PMC article.
Genetic architecture of cardiac dynamic flow volumes.
Gomes B, Singh A, O'Sullivan JW, Schnurr TM, Goddard PC, Loong S, Amar D, Hughes JW, Kostur M, Haddad F, Salerno M, Foo R, Montgomery SB, Parikh VN, Meder B, Ashley EA. Gomes B, et al. Among authors: hughes jw. Nat Genet. 2024 Feb;56(2):245-257. doi: 10.1038/s41588-023-01587-5. Epub 2023 Dec 11. Nat Genet. 2024. PMID: 38082205
174 results