EasyLens introduces a plug-and-play amplifier that uses pathology-anatomy prototypes and morphology-guided residual enhancement to boost subtle-lesion cues in frozen medical VLMs.
Seeing like radiologists: Context-and gaze-guided vision-language pretraining for chest x-rays.arXiv preprint arXiv:2603.26049, 2026
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EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models
EasyLens introduces a plug-and-play amplifier that uses pathology-anatomy prototypes and morphology-guided residual enhancement to boost subtle-lesion cues in frozen medical VLMs.