Foundation Model of ECG Diagnosis: Diagnostics and Explanations

Research on ECG Diagnosis Foundation Model Based on Signal-Language Architecture Academic Background Cardiovascular disease (CVD) is the leading cause of death worldwide, and early identification of high-risk populations is crucial. The electrocardiogram (ECG), a non-invasive, cost-effective, and widely used diagnostic tool, is recorded over 300 mi...

CIGNN: A Causality-Informed and Graph Neural Network Based Framework for Cuffless Continuous Blood Pressure Estimation

CIGNN: A Framework for Cuffless Continuous Blood Pressure Estimation Based on Causality and Graph Neural Networks Background Introduction According to data from the World Health Organization (WHO), approximately 1.13 billion people globally are affected by hypertension, and this number is expected to increase to 1.5 billion by 2025. Hypertension is...