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Artificial intelligence-predicted ECG age gap as a biomarker: bias-adjusted correlation with mortality and cardiovascular risk factors.

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第一作者： Myrte,Barthels

第一单位： Limburg Clinical Research Centre/Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium.;Department Future Health, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3600, Belgium.;Qompium NV, Kempische steenweg 303/27, Hasselt 3500, Belgium.

作者： Myrte,Barthels ^[1] ; Elisa,Verhofstadt ^[2] ; Inigo Bermejo,Delgado ^[2] ; Henri,Gruwez ^[3] ; Laurent,Pison ^[4] ; Noëlla,Pierlet ^[5] ; Pieter,Vandervoort ^[6]

作者单位： Limburg Clinical Research Centre/Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium.;Department Future Health, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3600, Belgium.;Qompium NV, Kempische steenweg 303/27, Hasselt 3500, Belgium. ^[1] Data Science Institute, Hasselt University, Martelarenlaan 43, Hasselt 3500, Belgium. ^[2] Limburg Clinical Research Centre/Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium.;Department Future Health, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3600, Belgium.;Department of Cardiology, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3600, Belgium.;Department of Cardiovascular Sciences, University of Leuven, Oude Markt 13, Leuven 3000, Belgium. ^[3] Limburg Clinical Research Centre/Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium.;Department of Cardiology, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3600, Belgium. ^[4] Limburg Clinical Research Centre/Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium.;Data Science Department, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3000, Belgium. ^[5] Limburg Clinical Research Centre/Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium.;Department Future Health, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3600, Belgium.;Department of Cardiology, Ziekenhuis Oost-Limburg, Synaps Park 1, Genk 3600, Belgium. ^[6]

关键词 Age prediction Bias correction Biological age Deep learning Electrocardiogram Survival analysis

DOI 10.1093/ehjdh/ztaf137

PMID 41624565

发布时间 2026-02-04

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European heart journal. Digital health

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European heart journal. Digital health

2026年7卷2期

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Artificial intelligence-predicted ECG age gap as a biomarker: bias-adjusted correlation with mortality and cardiovascular risk factors.

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Artificial intelligence-predicted ECG age gap as a biomarker: bias-adjusted correlation with mortality and cardiovascular risk factors.

European heart journal. Digital health

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European heart journal. Digital health

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