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Page 1
Diagnostic accuracy and performance of artificial intelligence in measuring left atrial volumes and function on multiphasic CT in patients with atrial fibrillation.
Aquino GJ, Chamberlin J, Yacoub B, Kocher MR, Kabakus I, Akkaya S, Mercer M, Waltz J, Fiegel M, Leaphart N, Jacob A, Gulsun MA, Gilkes J, Stephenson J, Sharma P, Sahbaee P, Schoepf J, Zimmerman S, Field ME, Agha AM, Burt JR. Aquino GJ, et al. Among authors: jacob a. Eur Radiol. 2022 Aug;32(8):5256-5264. doi: 10.1007/s00330-022-08657-y. Epub 2022 Mar 11. Eur Radiol. 2022. PMID: 35275258
Deep learning model to quantify left atrium volume on routine non-contrast chest CT and predict adverse outcomes.
Aquino GJ, Chamberlin J, Mercer M, Kocher M, Kabakus I, Akkaya S, Fiegel M, Brady S, Leaphart N, Dippre A, Giovagnoli V, Yacoub B, Jacob A, Gulsun MA, Sahbaee P, Sharma P, Waltz J, Schoepf UJ, Baruah D, Emrich T, Zimmerman S, Field ME, Agha AM, Burt JR. Aquino GJ, et al. Among authors: jacob a. J Cardiovasc Comput Tomogr. 2022 May-Jun;16(3):245-253. doi: 10.1016/j.jcct.2021.12.005. Epub 2021 Dec 17. J Cardiovasc Comput Tomogr. 2022. PMID: 34969636
AI-Based Fully Automated Left Atrioventricular Coupling Index as a Prognostic Marker in Patients Undergoing Stress CMR.
Pezel T, Garot P, Toupin S, Sanguineti F, Hovasse T, Unterseeh T, Champagne S, Morisset S, Chitiboi T, Jacob AJ, Sharma P, Venkatesh BA, Lima JAC, Garot J. Pezel T, et al. Among authors: jacob aj. JACC Cardiovasc Imaging. 2023 Oct;16(10):1288-1302. doi: 10.1016/j.jcmg.2023.02.015. Epub 2023 Apr 12. JACC Cardiovasc Imaging. 2023. PMID: 37052568 Free article.
Deep learning-based left ventricular segmentation demonstrates improved performance on respiratory motion-resolved whole-heart reconstructions.
Yang Y, Shah Z, Jacob AJ, Hair J, Chitiboi T, Passerini T, Yerly J, Di Sopra L, Piccini D, Hosseini Z, Sharma P, Sahu A, Stuber M, Oshinski JN. Yang Y, et al. Among authors: jacob aj. Front Radiol. 2023 Jun 2;3:1144004. doi: 10.3389/fradi.2023.1144004. eCollection 2023. Front Radiol. 2023. PMID: 37492382 Free PMC article.
AI-based, automated chamber volumetry from gated, non-contrast CT.
Jacob AJ, Abdelkarim O, Zook S, Kragholm KH, Gupta P, Cocker M, Giraldo JR, Doherty JO, Schoebinger M, Schwemmer C, Gulsun MA, Rapaka S, Sharma P, Chang SM. Jacob AJ, et al. J Cardiovasc Comput Tomogr. 2023 Sep-Oct;17(5):336-340. doi: 10.1016/j.jcct.2023.08.001. Epub 2023 Aug 21. J Cardiovasc Comput Tomogr. 2023. PMID: 37612232
Artificial intelligence-based fully automated stress left ventricular ejection fraction as a prognostic marker in patients undergoing stress cardiovascular magnetic resonance.
Toupin S, Pezel T, Hovasse T, Sanguineti F, Champagne S, Unterseeh T, Duhamel S, Chitiboi T, Jacob AJ, Borgohain I, Sharma P, Gonçalves T, Martial PJ, Gall E, Florence J, Unger A, Garot P, Garot J. Toupin S, et al. Among authors: jacob aj. Eur Heart J Cardiovasc Imaging. 2024 Sep 30;25(10):1338-1348. doi: 10.1093/ehjci/jeae168. Eur Heart J Cardiovasc Imaging. 2024. PMID: 38985691
Artificial Intelligence Improves Prediction of Major Adverse Cardiovascular Events in Patients Undergoing Transcatheter Aortic Valve Replacement Planning CT.
Tremamunno G, Vecsey-Nagy M, Schoepf UJ, Zsarnoczay E, Aquino GJ, Kravchenko D, Laghi A, Jacob A, Sharma P, Rapaka S, O'Doherty J, Suranyi PS, Kabakus IM, Amoroso NS, Steinberg DH, Emrich T, Varga-Szemes A. Tremamunno G, et al. Among authors: jacob a. Acad Radiol. 2024 Oct 9:S1076-6332(24)00695-0. doi: 10.1016/j.acra.2024.09.046. Online ahead of print. Acad Radiol. 2024. PMID: 39389811
Predicting mortality after transcatheter aortic valve replacement using AI-based fully automated left atrioventricular coupling index.
Zsarnoczay E, Varga-Szemes A, Schoepf UJ, Rapaka S, Pinos D, Aquino GJ, Fink N, Vecsey-Nagy M, Tremamunno G, Kravchenko D, Hagar MT, Amoroso NS, Steinberg DH, Jacob A, O'Doherty J, Sharma P, Maurovich-Horvat P, Emrich T. Zsarnoczay E, et al. Among authors: jacob a. J Cardiovasc Comput Tomogr. 2025 Jan 9:S1934-5925(24)00582-3. doi: 10.1016/j.jcct.2024.12.082. Online ahead of print. J Cardiovasc Comput Tomogr. 2025. PMID: 39794233
1,545 results