Lead-Specific Performance for Atrial Fibrillation Detection in Convolutional Neural Network Models Using Sinus Rhythm Electrocardiography-Reference-Cited by-同舟云学术

Lead-Specific Performance for Atrial Fibrillation Detection in Convolutional Neural Network Models Using Sinus Rhythm Electrocardiography

Published:2024-03-08 Issue:3 Volume:6 Page:46-54
ISSN:2434-0790
Container-title:Circulation Reports
language:en
Short-container-title:Circ Rep

Author:

Suzuki Shinya¹,Motogi Jun²,Umemoto Takuya²,Hirota Naomi¹,Nakai Hiroshi³,Matsuzawa Wataru²,Takayanagi Tsuneo²,Hyodo Akira²,Satoh Keiichi²,Arita Takuto¹,Yagi Naoharu¹,Kishi Mikio¹,Semba Hiroaki¹,Kano Hiroto¹,Matsuno Shunsuke¹,Kato Yuko¹,Otsuka Takayuki¹,Hori Takayuki⁴,Matsuhama Minoru⁴,Iida Mitsuru⁴,Uejima Tokuhisa¹,Oikawa Yuji¹,Yajima Junji¹,Yamashita Takeshi¹

Affiliation:

1. Department of Cardiovascular Medicine, The Cardiovascular Institute

2. Nihon Kohden Corporation

3. Information System Division, The Cardiovascular Institute

4. Department of Cardiovascular Surgery, The Cardiovascular Institute

Publisher

Japanese Circulation Society

Link

https://www.jstage.jst.go.jp/article/circrep/6/3/6_CR-23-0068/_pdf

Reference25 articles.

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2. 2. Yamauchi T, Okumura Y, Nagashima K, Watanabe R, Saito Y, Yokoyama K, et al. External validation of the HELT-E₂S₂ score in Japanese patients with nonvalvular atrial fibrillation: A pooled analysis of the RAFFINE and SAKURA registries. Circ J 2023; 87: 1777–1787.

3. 3. Yamashita T, Akao M, Atarashi H, Ikeda T, Koretsune Y, Okumura K, et al. Causes of death in elderly patients with non-valvular atrial fibrillation: Results from the ANAFIE registry. Circ J 2023; 87: 957–963.

4. 4. Hindricks G, Potpara T, Dagres N, Arbelo E, Bax JJ, Blomström-Lundqvist C, et al. 2020 ESC Guidelines for the diagnosis and management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS): The Task Force for the diagnosis and management of atrial fibrillation of the European Society of Cardiology (ESC) Developed with the special contribution of the European Heart Rhythm Association (EHRA) of the ESC. Eur Heart J 2021; 42: 373–498.

5. 5. January CT, Wann LS, Calkins H, Chen LY, Cigarroa JE, Cleveland JC Jr, et al. 2019 AHA/ACC/HRS Focused Update of the 2014 AHA/ACC/HRS Guideline for the Management of Patients With Atrial Fibrillation: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines and the Heart Rhythm Society in Collaboration With the Society of Thoracic Surgeons. Circulation 2019; 140: e125–e151.