Medical Referring Image Segmentation via Next-Token Mask Prediction

IEEE Transactions on Medical Imaging · Published 2026-06-22 · DOI 10.1109/tmi.2026.3705770

Authors (7)

Xinyu Chen, Yiran Wang, Gaoyang Pang, Jiafu Hao, Chentao Yue, Luping Zhou, Yonghui Li

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Chen, X., Wang, Y., Pang, G., et al. (2026). Medical Referring Image Segmentation via Next-Token Mask Prediction. IEEE Transactions on Medical Imaging. https://doi.org/10.1109/tmi.2026.3705770

Related articles

• 4-D Reconstruction of Fetal Left Ventricle From Echocardiography via 2.5-D Radial Segmentation and Graph-Fourier Reconstruction · IEEE Transactions on Medical Imaging · 2026 · Same journal
• EIGNN: An Explainable Imaging-Genetic Neural Network for Robust Alzheimer's Disease Risk Prediction · IEEE Transactions on Medical Imaging · 2026 · Same journal
• Neural Optimization for Image Registration via Joint Modeling of Global Affine and Local Deformation Transformations · IEEE Transactions on Medical Imaging · 2026 · Same journal
• Clinical Knowledge-Guided PET/CT Lesion Segmentation With Interpretable Fusion of Metabolic and Structural Cues · IEEE Transactions on Medical Imaging · 2026 · Same journal
• Boundary-Aware Spectral and Morphological Guidance Method for Feature-Driven Colorectal Cancer Segmentation · IEEE Transactions on Medical Imaging · 2026 · Same journal
• OphFusionNet: Uncertainty-Driven Multi-Scale Multimodal Feature Fusion Network for Ophthalmic Diseases Classification · IEEE Transactions on Medical Imaging · 2026 · Same journal
• Fast 3-D Ultrasound Localization Microscopy via Projection-Based Processing Framework · IEEE Transactions on Medical Imaging · 2026 · Same journal
• Cross-Distribution Diffusion Priors-Driven Iterative Reconstruction for Sparse-View CT · IEEE Transactions on Medical Imaging · 2026 · Same journal
• Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis · IEEE Transactions on Medical Imaging · 2026 · Same journal
• Frequency-Aware Causal Regularization for Multiple Instance Learning in Whole Slide Image Classification · IEEE Transactions on Medical Imaging · 2026 · Same journal