General Psychiatry2025，Vol.38Issue(5)：P.379-387,9.DOI:10.1136/gpsych-2025-102107
Explainable and externally validated machine learning for neurocognitive diagnosis via ECGs
Juan Miguel Lopez Alcaraz 1Ebenezer Oloyede 2David Taylor 3Wilhelm Haverkamp 4Nils Strodthoff1
作者信息
- 1. AI4Health Division,Carl von Ossietzky Universitat Oldenburg,Oldenburg,Germany
- 2. Pharmacy Department,Maudsley Hospital,London,UK Department of Psychiatry,University of Oxford,Oxford,UK
- 3. Pharmacy Department,Maudsley Hospital,London,UK Institute of Pharmaceutical Sciences,King''s College London,London,UK
- 4. Department of Cardiology,German Heart Center of the Charité,Berlin,Germany
- 折叠
摘要
关键词
risk stratification/neurocognitive disorders/explainable machine learning/externally validated machine learning/predictive performance/ECG biomarker/electrocardiogram analysis/area receiver operating characteristic curve分类
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Juan Miguel Lopez Alcaraz,Ebenezer Oloyede,David Taylor,Wilhelm Haverkamp,Nils Strodthoff..Explainable and externally validated machine learning for neurocognitive diagnosis via ECGs[J].General Psychiatry,2025,38(5):P.379-387,9.
