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Accurate estimation of lesion metrics in radiofrequency ablation using machine learning model.

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Title: Accurate estimation of lesion metrics in radiofrequency ablation using machine learning model.
Authors: Takigawa M; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Tsunoda S; Department of Materials Process Engineering, University of Nagoya, Chikusa-ku, Nagoya 464-8603, Japan., Shigeta T, Yamaguchi J; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Negishi M; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Honda M; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Tateishi R; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Kawamura I; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Yamamoto T; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Goto K; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Nishimura T; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Yamao K; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Tao S; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Miyazaki S; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Fujiwawra K; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan., Sasano T; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.
Source: European heart journal open [Eur Heart J Open] 2026 Feb 09; Vol. 6 (1), pp. oeag013. Date of Electronic Publication: 2026 Feb 09 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Published by Oxford University Press on behalf of the European Society of Cardiology Country of Publication: England NLM ID: 9918282081406676 Publication Model: eCollection Cited Medium: Internet ISSN: 2752-4191 (Electronic) Linking ISSN: 27524191 NLM ISO Abbreviation: Eur Heart J Open Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Accurate estimation of lesion metrics in radiofrequency ablation using machine learning model.
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  Data: <searchLink fieldCode="AU" term="%22Takigawa+M%22">Takigawa M</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Tsunoda+S%22">Tsunoda S</searchLink>; Department of Materials Process Engineering, University of Nagoya, Chikusa-ku, Nagoya 464-8603, Japan.<br /><searchLink fieldCode="AU" term="%22Shigeta+T%22">Shigeta T</searchLink><br /><searchLink fieldCode="AU" term="%22Yamaguchi+J%22">Yamaguchi J</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Negishi+M%22">Negishi M</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Honda+M%22">Honda M</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Tateishi+R%22">Tateishi R</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Kawamura+I%22">Kawamura I</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Yamamoto+T%22">Yamamoto T</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Goto+K%22">Goto K</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Nishimura+T%22">Nishimura T</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Yamao+K%22">Yamao K</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Tao+S%22">Tao S</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Miyazaki+S%22">Miyazaki S</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Fujiwawra+K%22">Fujiwawra K</searchLink>; Division of Advanced Arrhythmia Research, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.<br /><searchLink fieldCode="AU" term="%22Sasano+T%22">Sasano T</searchLink>; Department of Cardiovascular Medicine, Institute of Science Tokyo Hospital, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8510, Japan.
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  Data: <searchLink fieldCode="JN" term="%229918282081406676%22">European heart journal open</searchLink> [Eur Heart J Open] 2026 Feb 09; Vol. 6 (1), pp. oeag013. <i>Date of Electronic Publication: </i>2026 Feb 09 (<i>Print Publication: </i>2026).
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