ARC-CT: Anatomy-Routed Contrastive Vision-Language Learning for 3D Chest CT

arXiv:2608.28455 · cs.CV, cs.AI · Submitted 2026-08-28 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-08-28

Updated: 2026-08-28

Comments: Accepted to the Thoracic Image Analysis (TIA) Workshop at MICCAI 2026

Code: https://github.com/arc-ct/arc-ct

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Contrastive Learning — 2× in this paper · explained in 5 episodes
• AUC — 1× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Transformer — 1× in this paper · explained in 2 episodes
• Transformer Models — 1× in this paper · explained in 2 episodes

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models