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Automated Digital Biomarker Discovery Pipeline for Cardiovascular Diseases
2025-01-05
cardiovascular medicine
Title + abstract only
View on medRxiv
Show abstract
Cardiovascular Diseases (CVDs) are the leading cause of mortality worldwide, necessitating early and accurate diagnosis to prevent severe outcomes such as Heart Failure (HF). Despite the widespread use of Electrocardiogram (ECG) for cardiac monitoring, traditional methods often miss subtle preclinical changes. In this paper, we present an automated digital biomarker discovery pipeline that leverages explainable artificial intelligence (XAI) to enhance the interpretability and clinical applicabil...
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