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Classification of "Athlete's Heart" using machine learning of conventional 12-lead ECG: male elite 3,000-m runner data in the CHIEF study.

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Title: Classification of "Athlete's Heart" using machine learning of conventional 12-lead ECG: male elite 3,000-m runner data in the CHIEF study.
Authors: Fan, Chia-Hao1 (AUTHOR), Chen, Chin-Fen2 (AUTHOR), Huang, Wei-Chun3,4 (AUTHOR), Kwon, Younghoon5 (AUTHOR), Sui, Xuemei6 (AUTHOR), Lavie, Carl J.7 (AUTHOR), Lin, Gen-Min2,8 (AUTHOR) farmer507@yahoo.com.tw
Source: Frontiers in Sports & Active Living. 2026, p1-9.
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PubType: Academic Journal
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  Data: Classification of "Athlete's Heart" using machine learning of conventional 12-lead ECG: male elite 3,000-m runner data in the CHIEF study.
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  Data: <searchLink fieldCode="AR" term="%22Fan%2C+Chia-Hao%22">Fan, Chia-Hao</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chen%2C+Chin-Fen%22">Chen, Chin-Fen</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Huang%2C+Wei-Chun%22">Huang, Wei-Chun</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kwon%2C+Younghoon%22">Kwon, Younghoon</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sui%2C+Xuemei%22">Sui, Xuemei</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lavie%2C+Carl+J%2E%22">Lavie, Carl J.</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lin%2C+Gen-Min%22">Lin, Gen-Min</searchLink><relatesTo>2,8</relatesTo> (AUTHOR)<i> farmer507@yahoo.com.tw</i>
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  Data: <searchLink fieldCode="JN" term="%22Frontiers+in+Sports+%26+Active+Living%22">Frontiers in Sports & Active Living</searchLink>. 2026, p1-9.
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.3389/fspor.2026.1847495
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      – Text: English
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        PageCount: 9
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      – TitleFull: Classification of "Athlete's Heart" using machine learning of conventional 12-lead ECG: male elite 3,000-m runner data in the CHIEF study.
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            NameFull: Fan, Chia-Hao
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            NameFull: Chen, Chin-Fen
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            NameFull: Huang, Wei-Chun
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            NameFull: Kwon, Younghoon
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            NameFull: Sui, Xuemei
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            NameFull: Lavie, Carl J.
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            NameFull: Lin, Gen-Min
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          Dates:
            – D: 01
              M: 07
              Text: 2026
              Type: published
              Y: 2026
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