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Can machine learning predict successful chronic total occlusion crossing with primary antegrade wiring?

作者信息

Konishi Takao, Sekimoto Teruo, Kawakami Rika, Chahal Diljon, Virmani Renu, Finn Aloke V

机构信息

Department of Cardiovascular Pathology, CVPath Institute, Inc., Gaithersburg, MD, USA.

Department of Cardiovascular Medicine, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.

出版信息

Cardiovasc Diagn Ther. 2025 Feb 28;15(1):20-24. doi: 10.21037/cdt-24-509. Epub 2025 Feb 18.

DOI:10.21037/cdt-24-509
PMID:40115084
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11921272/
Abstract
摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdf4/11921272/2c455bce1e10/cdt-15-01-20-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdf4/11921272/2c455bce1e10/cdt-15-01-20-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdf4/11921272/2c455bce1e10/cdt-15-01-20-f1.jpg

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Can machine learning predict successful chronic total occlusion crossing with primary antegrade wiring?机器学习能否预测原发性正向导丝技术成功开通慢性完全闭塞病变？
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本文引用的文献

1
Artificial intelligence in cardiology: a peek at the future and the role of ChatGPT in cardiology practice.人工智能在心脏病学中的应用：展望未来及 ChatGPT 在心脏病学实践中的作用。
J Cardiovasc Med (Hagerstown). 2024 Nov 1;25(11):766-771. doi: 10.2459/JCM.0000000000001664. Epub 2024 Sep 17.
2
Artificial intelligence in cardiovascular medicine: clinical applications.人工智能在心血管医学中的应用：临床应用。
Eur Heart J. 2024 Oct 21;45(40):4291-4304. doi: 10.1093/eurheartj/ehae465.
3
Predicting Successful Chronic Total Occlusion Crossing With Primary Antegrade Wiring Using Machine Learning.
使用机器学习预测原发性正向导丝技术成功开通慢性完全闭塞病变
JACC Cardiovasc Interv. 2024 Jul 22;17(14):1707-1716. doi: 10.1016/j.jcin.2024.04.043. Epub 2024 Jul 3.
4
Mechanisms of Medial Wall Thinning in Chronic Total Occlusion.慢性全闭塞中内侧壁变薄的机制。
JACC Cardiovasc Interv. 2024 Jul 22;17(14):1719-1728. doi: 10.1016/j.jcin.2024.05.013. Epub 2024 Jul 3.
5
Predictors of successful primary antegrade wiring in chronic total occlusion percutaneous coronary intervention.慢性完全闭塞经皮冠状动脉介入治疗中顺行初次导线成功的预测因素。
J Invasive Cardiol. 2024 Jun;36(6). doi: 10.25270/jic/23.00305.
6
Evaluation and management of patients with coronary chronic total occlusions considered for revascularisation. A clinical consensus statement of the European Association of Percutaneous Cardiovascular Interventions (EAPCI) of the ESC, the European Association of Cardiovascular Imaging (EACVI) of the ESC, and the ESC Working Group on Cardiovascular Surgery.评估和管理拟行血运重建的冠状动脉慢性完全闭塞患者。该共识是由欧洲经皮心血管介入协会（EAPCI）、欧洲心血管影像协会（EACVI）联合欧洲心脏病学会（ESC）心血管外科工作组共同发布的临床共识声明。
EuroIntervention. 2024 Feb 5;20(3):e174-e184. doi: 10.4244/EIJ-D-23-00749.
7
Global Chronic Total Occlusion Crossing Algorithm: JACC State-of-the-Art Review.全球慢性完全闭塞血管内介入治疗策略：JACC 述评
J Am Coll Cardiol. 2021 Aug 24;78(8):840-853. doi: 10.1016/j.jacc.2021.05.055.
8
A Novel Algorithm for Treating Chronic Total Coronary Artery Occlusion.一种治疗慢性完全性冠状动脉闭塞的新算法。
J Am Coll Cardiol. 2019 Nov 12;74(19):2392-2404. doi: 10.1016/j.jacc.2019.08.1049.
9
Percutaneous recanalisation of chronic total occlusions: 2019 consensus document from the EuroCTO Club.经皮慢性完全闭塞病变再通治疗：2019 年欧洲 CTO 俱乐部共识文件
EuroIntervention. 2019 Jun 20;15(2):198-208. doi: 10.4244/EIJ-D-18-00826.
10
Pathology of Chronic Total Occlusion in Bare-Metal Versus Drug-Eluting Stents: Implications for Revascularization.金属裸支架与药物洗脱支架内慢性完全闭塞病变的病理学特征：再血管化的影响。
JACC Cardiovasc Interv. 2017 Feb 27;10(4):367-378. doi: 10.1016/j.jcin.2016.11.005. Epub 2017 Feb 1.