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MedVTok: A General-Purpose Medical Visual Tokenizer

Paper recorded by Signals 4 on 2026-10-26 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-26 on arXiv · recorded by Signals 4 on 2026-10-27

Category: cs.CV · 计算机视觉 · first seen 2026-10-27

Abstract

Multimodal medical AI requires a common visual interface for encoding heterogeneous imaging evidence for patient condition modeling. However, existing medical visual tokenizers are often tied to a specific dimension and imaging modality, forcing multimodal systems to rely on fragmented and poorly reusable representations. We introduce MedVTok, a general-purpose visual tokenizer that maps 2D images

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#128 most recent of 739 cs.CV papers we have recorded · ↑ newer: OSWAM: An Effective World Action Model with One-Step Action Generation · ↓ older: Seeing Through Distractions: Context-Stable Attribution via the Least
Cite this page: MedVTok: A General-Purpose Medical Visual Tokenizer: the #128 most recent of 739 cs.CV papers we have recorded (as of 2026-10-26). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/medvtok-a-general-purpose-medical-visual-tokenizer.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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