HeartcareGPT proposes Dual Stream Projection Alignment (DSPA) on a structure-aware tokenizer for unified ECG signal-image modeling, supported by Heartcare-400K dataset and Heartcare-Bench.
Electrical Engineering and Systems Science, 1-12
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CapCLIP uses pathology-aware text captions to align WCE images in a vision-language space, outperforming standard models in zero-shot classification and retrieval on unseen data.
A review summarizing LLM applications for diagnostics and treatment in oncology, dermatology, dentistry, neurodegenerative disorders, and mental health, plus integration challenges.
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CapCLIP: A Vision-Language Representation Alignment Approach for Wireless Capsule Endoscopy Analysis
CapCLIP uses pathology-aware text captions to align WCE images in a vision-language space, outperforming standard models in zero-shot classification and retrieval on unseen data.