Deep Learning of ECG for the Prediction of Postoperative Atrial Fibrillation.

Abstract

HomeCirculation: Arrhythmia and ElectrophysiologyVol. 16, No. 2Deep Learning of ECG for the Prediction of Postoperative Atrial Fibrillation No AccessLetterRequest AccessFull TextAboutView Full TextView PDFView EPUBSections ToolsAdd to favoritesDownload citationsTrack citationsPermissions ShareShare onFacebookTwitterLinked InMendeleyReddit Jump toNo AccessLetterRequest AccessFull TextDeep Learning of ECG for the Prediction of Postoperative Atrial Fibrillation Takeshi Tohyama, Tomomi Ide, Masataka Ikeda, Takuya Nagata, Koshiro Tagawa, Masayuki Hirose, Kouta Funakoshi, Kazuo Sakamoto, Junji Kishimoto, Koji Todaka, Naoki Nakashima and Hiroyuki Tsutsui Takeshi TohyamaTakeshi Tohyama Correspondence to: Takeshi Tohyama, MD, PhD, Center for Clinical and Translational Research, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-ku, Fukuoka-shi, Fukuoka 812-8582 Japan Email E-mail Address: [email protected] https://orcid.org/0000-0002-7300-8180 Department of Cardiovascular Medicine (T.T., T.I., M.I., T.N., K.S., H.T.), Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan. Center for Clinical and Translational Research (T.T., K. Tagawa, M.H., K.F., J.K., K. Todaka), Kyushu University Hospital, Fukuoka, Japan. Search for more papers by this author , Tomomi IdeTomomi Ide Correspondence to: Tomomi Ide, MD, PhD, Department of Cardiovascular Medicine, Faculty of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka-shi, Fukuoka 812-8582 Japan Email E-mail Address: [email protected] https://orcid.org/0000-0003-3387-1550 Department of Cardiovascular Medicine (T.T., T.I., M.I., T.N., K.S., H.T.), Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan. Search for more papers by this author , Masataka IkedaMasataka Ikeda https://orcid.org/0000-0003-1893-8171 Department of Immunoregulatory Cardiovascular Medicine (M.I.), Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan. Department of Cardiovascular Medicine (T.T., T.I., M.I., T.N., K.S., H.T.), Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan. Search for more papers by this author , Takuya NagataTakuya Nagata Department of Cardiovascular Medicine (T.T., T.I., M.I., T.N., K.S., H.T.), Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan. Search for more papers by this author , Koshiro TagawaKoshiro Tagawa https://orcid.org/0000-0002-5557-8497 Center for Clinical and Translational Research (T.T., K. Tagawa, M.H., K.F., J.K., K. Todaka), Kyushu University Hospital, Fukuoka, Japan. Search for more papers by this author , Masayuki HiroseMasayuki Hirose Center for Clinical and Translational Research (T.T., K. Tagawa, M.H., K.F., J.K., K. Todaka), Kyushu University Hospital, Fukuoka, Japan. Search for more papers by this author , Kouta FunakoshiKouta Funakoshi https://orcid.org/0000-0001-7015-4353 Center for Clinical and Translational Research (T.T., K. Tagawa, M.H., K.F., J.K., K. Todaka), Kyushu University Hospital, Fukuoka, Japan. Search for more papers by this author , Kazuo SakamotoKazuo Sakamoto https://orcid.org/0000-0003-1252-5683 Department of Cardiovascular Medicine (T.T., T.I., M.I., T.N., K.S., H.T.), Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan. Search for more papers by this author , Junji KishimotoJunji Kishimoto https://orcid.org/0000-0002-3833-4052 Center for Clinical and Translational Research (T.T., K. Tagawa, M.H., K.F., J.K., K. Todaka), Kyushu University Hospital, Fukuoka, Japan. Search for more papers by this author , Koji TodakaKoji Todaka https://orcid.org/0000-0003-0805-9974 Center for Clinical and Translational Research (T.T., K. Tagawa, M.H., K.F., J.K., K. Todaka), Kyushu University Hospital, Fukuoka, Japan. Search for more papers by this author , Naoki NakashimaNaoki Nakashima https://orcid.org/0000-0003-4926-8772 Medical Information Center (N.N.), Kyushu University Hospital, Fukuoka, Japan. Search for more papers by this author and Hiroyuki TsutsuiHiroyuki Tsutsui Department of Cardiovascular Medicine (T.T., T.I., M.I., T.N., K.S., H.T.), Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan. Search for more papers by this author Originally published30 Jan 2023https://doi.org/10.1161/CIRCEP.122.011579Circulation: Arrhythmia and Electrophysiology. 2023;16FootnotesFor Sources of Funding and Disclosures, see page 112.Correspondence to: Takeshi Tohyama, MD, PhD, Center for Clinical and Translational Research, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-ku, Fukuoka-shi, Fukuoka 812-8582 Japan Email tohyama.takeshi.[email protected]kyushu-u.ac.jpCorrespondence to: Tomomi Ide, MD, PhD, Department of Cardiovascular Medicine, Faculty of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka-shi, Fukuoka 812-8582 Japan Email ide.tomomi.[email protected]kyushu-u.ac.jp