Deep Learning Algorithm to Detect Cardiac Sarcoidosis From Echocardiographic Movies

Because the early diagnosis of subclinical cardiac sarcoidosis (CS) remains difficult, we developed a deep learning algorithm to distinguish CS patients from healthy subjects using echocardiographic movies. Among the patients who underwent echocardiography from January 2015 to December 2019, we chos...

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Veröffentlicht in:	Circulation journal : official journal of the Japanese Circulation Society Jg. 86; H. 1; S. 87
Hauptverfasser:	Katsushika, Susumu, Kodera, Satoshi, Nakamoto, Mitsuhiko, Ninomiya, Kota, Kakuda, Nobutaka, Shinohara, Hiroki, Matsuoka, Ryo, Ieki, Hirotaka, Uehara, Masae, Higashikuni, Yasutomi, Nakanishi, Koki, Nakao, Tomoko, Takeda, Norifumi, Fujiu, Katsuhito, Daimon, Masao, Ando, Jiro, Akazawa, Hiroshi, Morita, Hiroyuki, Komuro, Issei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Japan 24.12.2021
Schlagworte:	Algorithms Deep Learning Echocardiography Humans Motion Pictures Myocarditis Sarcoidosis - diagnostic imaging Deep learning Echocardiography Transfer learning Artificial intelligence Cardiac sarcoidosis
ISSN:	1347-4820, 1347-4820
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