#medical ai
topicmedical ai
2 papers · 1 filter
cs.CV2026
Anatomy Contextualized Adaptation of CT Foundation Models
Roshan Kenia, Stephanie L McNamara, William Lotter
The paper proposes Anatomy Contextualized Adaptation (ACA), a lightweight method that adapts frozen CT vision-language foundation models to align anatomy-level visual features with…
cs.MM2026
ELF: A Family of Encoder-Free ECG-Language Models
William Han, Tony Chen, Chaojing Duan +6
The paper introduces ELF, a family of encoder‑free ECG‑language models that interpret electrocardiograms without relying on separate pretrained ECG encoders, achieving competitive…