Medical Imaging

OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025 OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025 OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining ICCV 2025 OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit CVPR 2025 OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining CVPR 2025 Oriented Cell Dataset: A Dataset and Benchmark for Oriented Cell Detection and Applications WACV 2025 OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer AAAI 2025 Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025 ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025 PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions ICCV 2025 PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025 Personalized Mixture of Experts for Multi-Site Medical Image Segmentation WACV 2025 Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025 Physiology-Aware PolySnake for Coronary Vessel Segmentation WACV 2025 PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization MIDL 2025 Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification WACV 2025 PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices WACV 2025 PolarFree: Polarization-based Reflection-Free Imaging CVPR 2025 POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction IJCAI 2025 Progressive Test Time Energy Adaptation for Medical Image Segmentation ICCV 2025 Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attack on Breast Ultrasound Images CVPR 2025 Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection ICLR 2025 Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation CVPR 2025 PULSE: Physiological Understanding with Liquid Signal Extraction WACV 2025