Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes

Abstract To drive health innovation that meets the needs of all and democratize healthcare, there is a need to assess the generalization performance of deep learning (DL) algorithms across various distribution shifts to ensure that these algorithms are robust. This retrospective study is, to the bes...

詳細記述

書誌詳細
出版年:npj Digital Medicine
主要な著者: Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean Marc Sellal, Mahmoud Suleiman, Joachim A. Behar
フォーマット: 論文
言語:英語
出版事項: Nature Portfolio 2023-03-01
オンライン・アクセス:https://doi.org/10.1038/s41746-023-00791-1