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194 results

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Page 1
Atrial fibrillation ablation outcome prediction with a machine learning fusion framework incorporating cardiac computed tomography.
Razeghi O, Kapoor R, Alhusseini MI, Fazal M, Tang S, Roney CH, Rogers AJ, Lee A, Wang PJ, Clopton P, Rubin DL, Narayan SM, Niederer S, Baykaner T. Razeghi O, et al. Among authors: clopton p. J Cardiovasc Electrophysiol. 2023 May;34(5):1164-1174. doi: 10.1111/jce.15890. Epub 2023 Apr 27. J Cardiovasc Electrophysiol. 2023. PMID: 36934383 Free PMC article.
Segmenting computed tomograms for cardiac ablation using machine learning leveraged by domain knowledge encoding.
Feng R, Deb B, Ganesan P, Tjong FVY, Rogers AJ, Ruipérez-Campillo S, Somani S, Clopton P, Baykaner T, Rodrigo M, Zou J, Haddad F, Zahari M, Narayan SM. Feng R, et al. Among authors: clopton p. Front Cardiovasc Med. 2023 Oct 2;10:1189293. doi: 10.3389/fcvm.2023.1189293. eCollection 2023. Front Cardiovasc Med. 2023. PMID: 37849936 Free PMC article.
Dynamic prediction of malignant ventricular arrhythmias using neural networks in patients with an implantable cardioverter-defibrillator.
Kolk MZH, Ruipérez-Campillo S, Alvarez-Florez L, Deb B, Bekkers EJ, Allaart CP, Van Der Lingen ACJ, Clopton P, Išgum I, Wilde AAM, Knops RE, Narayan SM, Tjong FVY. Kolk MZH, et al. Among authors: clopton p. EBioMedicine. 2024 Jan;99:104937. doi: 10.1016/j.ebiom.2023.104937. Epub 2023 Dec 19. EBioMedicine. 2024. PMID: 38118401 Free PMC article.
Novel Domain Knowledge-Encoding Algorithm Enables Label-Efficient Deep Learning for Cardiac CT Segmentation to Guide Atrial Fibrillation Treatment in a Pilot Dataset.
Ganesan P, Feng R, Deb B, Tjong FVY, Rogers AJ, Ruipérez-Campillo S, Somani S, Clopton P, Baykaner T, Rodrigo M, Zou J, Haddad F, Zaharia M, Narayan SM. Ganesan P, et al. Among authors: clopton p. Diagnostics (Basel). 2024 Jul 17;14(14):1538. doi: 10.3390/diagnostics14141538. Diagnostics (Basel). 2024. PMID: 39061675 Free PMC article.
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: clopton p. 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.
Engineering of Generative Artificial Intelligence and Natural Language Processing Models to Accurately Identify Arrhythmia Recurrence.
Feng R, Brennan KA, Azizi Z, Goyal J, Deb B, Chang HJ, Ganesan P, Clopton P, Pedron M, Ruipérez-Campillo S, Desai YB, De Larochellière H, Baykaner T, Perez MV, Rodrigo M, Rogers AJ, Narayan SM. Feng R, et al. Among authors: clopton p. Circ Arrhythm Electrophysiol. 2025 Jan;18(1):e013023. doi: 10.1161/CIRCEP.124.013023. Epub 2024 Dec 16. Circ Arrhythm Electrophysiol. 2025. PMID: 39676642
Women Trainees in Electrophysiology and the Effect of Role Models.
Baykaner T, Greif S, Vajapey RS, Albert CM, Aziz Z, Badhwar N, Bunch TJ, Cheung JW, Chrispin J, Chung MK, Clopton P, Cooper DH, Cooper JM, Costea A, Huang HD, Hurwitz JL, Jankelson L, Kapoor R, Kroman A, Latchamsetty R, Liang JJ, Mansour M, Marrouche NF, Merchant FM, Miller JM, Mountantonakis S, Piccini JP, Russo AM, Steinberg BA, Tedrow U, Tzou WS, Wan EY, Wang PJ, Han JK. Baykaner T, et al. Among authors: clopton p. Circ Arrhythm Electrophysiol. 2024 Jun;17(6):e012577. doi: 10.1161/CIRCEP.123.012577. Epub 2024 May 28. Circ Arrhythm Electrophysiol. 2024. PMID: 38804137 No abstract available.
Optimizing patient selection for primary prevention implantable cardioverter-defibrillator implantation: utilizing multimodal machine learning to assess risk of implantable cardioverter-defibrillator non-benefit.
Kolk MZH, Ruipérez-Campillo S, Deb B, Bekkers EJ, Allaart CP, Rogers AJ, Van Der Lingen ACJ, Alvarez Florez L, Isgum I, De Vos BD, Clopton P, Wilde AAM, Knops RE, Narayan SM, Tjong FVY. Kolk MZH, et al. Among authors: clopton p. Europace. 2023 Aug 2;25(9):euad271. doi: 10.1093/europace/euad271. Europace. 2023. PMID: 37712675 Free PMC article.
194 results