1297-Multimodal Foundation Model for Cardiac Health
This article introduces the Cardiac Sensing Foundation Model (CSFM), a versatile AI framework designed to standardize the analysis of diverse heart-related data. By training on a massive dataset from 1.7 million individuals, the model integrates different signal types like ECG and PPG alongside clinical text reports. Its transformer-based architecture allows it to adapt to various devices, ranging from medical-grade hospital monitors to consumer smartwatches. Extensive testing shows that CSFM outperforms traditional specialized models in tasks such as disease diagnosis, vital sign…
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