AI RESEARCH

Sense Less, Infer More: Agentic Multimodal Transformers for Edge Medical Intelligence

arXiv CS.LG

ArXi:2604.10404v1 Announce Type: cross Edge-based multimodal medical monitoring requires models that balance diagnostic accuracy with severe energy constraints. Continuous acquisition of ECG, PPG, EMG, and IMU streams rapidly drains wearable batteries, often limiting operation to under 10 hours, while existing systems overlook the high temporal redundancy present in physiological signals. We