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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025
Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation AAAI 2025
Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting EMNLP 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis ICCV 2025
Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025
MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing EMNLP 2025
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration CVPR 2025
Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective AAAI 2025
A Unified Model for Compressed Sensing MRI Across Undersampling Patterns CVPR 2025
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025
Single Exposure Quantitative Phase Imaging with a Conventional Microscope Using Diffusion Models AAAI 2025
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025
SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses AAAI 2025
Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis AAAI 2025
OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer AAAI 2025
Generative Medical Segmentation AAAI 2025
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025
BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion AAAI 2025
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025