Phenotyping of atrial fibrillation with cluster analysis and external validation.

Yuki Saito,Yuto Omae,Koichi Nagashima,Katsumi Miyauchi,Yuji Nishizaki,Sakiko Miyazaki,Hidemori Hayashi,Shuko Nojiri,Hiroyuki Daida,Tohru Minamino,Yasuo Okumura

Heart (British Cardiac Society)（2023）

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摘要

Machine learning-based cluster analysis identified five different phenotypes of AF with unique clinical characteristics and different clinical outcomes. The use of these phenotypes may help identify high-risk patients with AF.

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atrial fibrillation

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