Medical Imaging

ProGait: A Multi-Purpose Video Dataset and Benchmark for Transfemoral Prosthesis Users ICCV 2025 Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Prostate Cancer Detection in Bi-Parametric MRI using Zonal Anatomy-Guided U-Mamba with Multi-Task Learning MIDL 2025 PULSE: Physiological Understanding with Liquid Signal Extraction WACV 2025 Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression CVPR 2025 RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment ICCV 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 RadEval: A framework for radiology text evaluation EMNLP 2025 RadGPT: Constructing 3D Image-Text Tumor Datasets ICCV 2025 RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance MIDL 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025 RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025 Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models ICML 2025 RCSegNeXt: Efficient multi-scale ConvNeXt for rectal cancer segmentation from sagittal MRI scans MIDL 2025 Real-time Breast Lesion Detection in Videos via Spatial-temporal Feature Aggregation MIDL 2025 Recover Biological Structure from Sparse-View Diffraction Images with Neural Volumetric Prior ICCV 2025 Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios CVPR 2025 Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention CVPR 2025 Rethinking U-Net: Task-Adaptive Mixture of Skip Connections for Enhanced Medical Image Segmentation AAAI 2025 Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025 RhythmGuassian: Repurposing Generalizable Gaussian Model For Remote Physiological Measurement ICCV 2025 RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement AAAI 2025 Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025 RPMIL: Rethinking Uncertainty-Aware Probabilistic Multiple Instance Learning for Whole Slide Pathology Diagnosis IJCAI 2025 RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025