Bridging the gap from clinical to home ECG: quantifying and overcoming accuracy loss in AI-enabled single-lead ECG models

Chin Lin, Wei-Ting Liu, Kai-Chieh Chen, Dung-Jang Tsai, Da-Wei Chang, Tsung-Neng Tsai, Cheng-Chung Cheng, Chih-Yuan Lin, Yuan-Hao Chen, Chien-Sung Tsai, Shih-Hua Lin, Chin-Sheng Lin. Bridging the gap from clinical to home ECG: quantifying and overcoming accuracy loss in AI-enabled single-lead ECG models. npj Digit. Medicine, 9(1), 2026. [doi]

Authors

Chin Lin

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Wei-Ting Liu

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Kai-Chieh Chen

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Dung-Jang Tsai

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Da-Wei Chang

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Tsung-Neng Tsai

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Cheng-Chung Cheng

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Chih-Yuan Lin

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Yuan-Hao Chen

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Chien-Sung Tsai

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Shih-Hua Lin

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Chin-Sheng Lin

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