Evaluation of atrial anatomical remodeling in atrial fibrillation with machine-learned morphological features

Author:

Zhou Fanli,Yuan Zhidong,Liu Xianglin,Yu Keyan,Li Bowei,Li Xingyan,Liu Xin,Cheng Guanxun

Funder

Shenzhen High-level Hospital Construction Fund

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Radiology, Nuclear Medicine and imaging,General Medicine,Surgery,Computer Graphics and Computer-Aided Design,Computer Science Applications,Computer Vision and Pattern Recognition,Biomedical Engineering

Reference37 articles.

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2. Yaghi S, Song C, Gray W, Furie K, Elkind M, Kamel H (2015) Left atrial appendage function and stroke risk. Stroke. https://doi.org/10.1161/STROKEAHA.115.011273

3. Mao Y, Yu C, Yang Y, Ma M, Wang Y, Jiang R, Chen R, Zhao B, Jiang C (2021) Comparison of left atrial and left atrial appendage mechanics in the risk stratification of stroke in patients with atrial fibrillation. Cardiovasc Ultrasound. https://doi.org/10.1186/s12947-020-00232-z

4. Delgado V, Di Biase L, Leung M, Romero J, Tops LF, Casadei B, Marrouche N, Bax JJ (2017) Structure and function of the left atrium and left atrial appendage. J Am Colloid Cardiol 70(25):3157–3172. https://doi.org/10.1016/j.jacc.2017.10.063

5. Jia S, Nivet H, Harrison J, Pennec X, Camaioni C, Jais P, Cochet H, Sermesant M (2021) Left atrial shape is independent predictor of arrhythmia recurrence after catheter ablation for atrial fibrillation: a shape statistics study. Heart Rhythm O2:2. https://doi.org/10.1016/j.hroo.2021.10.013

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