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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Bibliographic Details

Published in:	Circulation journal : official journal of the Japanese Circulation Society Vol. 86; no. 1; p. 87
Main Authors:	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
Language:	English
Published:	Japan 24.12.2021
Subjects:	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
Online Access:	Get more information
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