https://mituan-ai.github.io/tags/medical-ai/Medical AIHugoBlox Kit (https://hugoblox.com)en-usSun, 01 Feb 2026 00:00:00 +0000https://mituan-ai.github.io/media/logo_hu_c35fdb5ffffc5275.pnghttps://mituan-ai.github.io/tags/medical-ai/https://mituan-ai.github.io/projects/oral-mucosal-virtual-doctor/Sun, 01 Feb 2026 00:00:00 +0000https://mituan-ai.github.io/projects/oral-mucosal-virtual-doctor/<p>This ongoing project studies a multimodal workflow for oral mucosal dermoscopy. Images, patient reports, and medical knowledge are combined for structured analysis and clinician review. It is decision support and does not replace clinical judgment.</p> <p> <figure > <div class="flex justify-center "> <div class="w-full" ><img alt="Clinician-reviewed multimodal analysis workflow" src="https://mituan-ai.github.io/projects/oral-mucosal-virtual-doctor/system.svg" loading="lazy" data-zoomable /></div> </div></figure> </p> <h2 id="research-components">Research components</h2> <ul> <li>oral microvessel and capillary analysis from dermoscopy images;</li> <li>retrieval of relevant medical knowledge and case context;</li> <li>multimodal reasoning over images and structured patient information;</li> <li>evidence presentation and clinician review before any final interpretation.</li> </ul> <p>Related work includes zero-shot capillary segmentation with SAM2 and connectivity-preserving slender-structure segmentation. Only figures from public research outputs are used on this page.</p>