Medical Imaging

From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025 FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks ICML 2025 FusionPhys: A Flexible Framework for Fusing Complementary Sensing Modalities in Remote Physiological Measurement ICCV 2025 GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI MIDL 2025 GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025 GaussianReg: Rapid 2D/3D Registration for Emergency Surgery via Explicit 3D Modeling with Gaussian Primitives ICCV 2025 GazeSearch: Radiology Findings Search Benchmark WACV 2025 GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule ICCV 2025 GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025 GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025 Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025 Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models MIDL 2025 Generative Medical Segmentation AAAI 2025 GMMamba: Group Masking Mamba for Whole Slide Image Classification ICCV 2025 Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation AAAI 2025 GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation ICML 2025 Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction ICCV 2025 Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning MIDL 2025 How Effective Can Dropout Be in Multiple Instance Learning ? ICML 2025 How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images? MIDL 2025 HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025 Image Adaptation for Colour Vision Deficient Viewers using Vision Transformers WACV 2025 Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025 Imitating Radiological Scrolling: A Glocal-Lobal Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification MIDL 2025 Improving Barrett’s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach ACL 2025