{
  "id": 5234,
  "url": "https://arxiv.org/abs/2604.26283v4",
  "title": "MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution",
  "summary": "High-precision medical diagnosis relies not only on static imaging features but also on the implicit diagnostic memory experts instantly invoke during image interpretation. We pinpoint a fundamental cognitive misalignment in medical VLMs caused by discrete tokenization, leading to quantization loss, long-range information dissipation, and missing case-adaptive expertise. To bridge this gap, we propose ours, a framework for latent diagnostic memory evolution that simulates the experiential invoca",
  "authors": "Chunzheng Zhu, Jiaqi Zeng, Junyu Jiang, Jianxin Lin, Yijun Wang",
  "category": "research",
  "topics": "safety-alignment,healthcare",
  "orgs": null,
  "regions": null,
  "published_at": "2026-04-29T04:23:35.000Z",
  "fetched_at": "2026-07-14T16:31:35.576Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/5234",
  "original_url": "https://arxiv.org/abs/2604.26283v4",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}