Medical Imaging

Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding ICML 2025 MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting EMNLP 2025 MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025 MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025 MSP-SR: Multi-Stage Probabilistic Generative Super Resolution with Scarce High-Resolution Data UAI 2025 MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition AAAI 2025 Multi-Aperture Transformers for 3D (MAT3D) Segmentation of Clinical and Microscopic Images WACV 2025 Multi-centric Comparison of Deep Learning Models for Lesion Detection in Breast MRI MIDL 2025 Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025 MultiMorph: On-demand Atlas Construction CVPR 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025 Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025 MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance ICCV 2025 Multi-view Evidential Learning-based Medical Image Segmentation AAAI 2025 MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation CVPR 2025 NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025 Needles & Haystacks: Dataset and Benchmark for Domain-Agnostic Image-Based Rigid Slice-to-Volume Registration WACV 2025 NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms WACV 2025 Neural fields for tissue attenuation curve reconstruction in sparsely sampled time-resolved CT MIDL 2025 nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025 Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation CVPR 2025 Normal and Abnormal Pathology Knowledge-Augmented Vision-Language Model for Anomaly Detection in Pathology Images ICCV 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining CVPR 2025