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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.
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.
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
Serum Potassium Monitoring Using AI-Enabled Smartwatch Electrocardiograms.
Chiu IM, Wu PJ, Zhang H, Hughes JW, Rogers AJ, Jalilian L, Perez M, Lin CR, Lee CT, Zou J, Ouyang D. Chiu IM, et al. Among authors: hughes jw. JACC Clin Electrophysiol. 2024 Dec;10(12):2644-2654. doi: 10.1016/j.jacep.2024.07.023. Epub 2024 Oct 9. JACC Clin Electrophysiol. 2024. PMID: 39387744
Identification of cardiac wall motion abnormalities in diverse populations by deep learning of the electrocardiogram.
Rogers AJ, Bhatia NK, Bandyopadhyay S, Tooley J, Ansari R, Thakkar V, Xu J, Soto JT, Tung JS, Alhusseini MI, Clopton P, Sameni R, Clifford GD, Hughes JW, Ashley EA, Perez MV, Zaharia M, Narayan SM. Rogers AJ, et al. Among authors: hughes jw. NPJ Digit Med. 2025 Jan 11;8(1):21. doi: 10.1038/s41746-024-01407-y. NPJ Digit Med. 2025. PMID: 39799179 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. 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.
182 results