Medical Imaging

DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025 DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation CVPR 2025 Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning AAAI 2025 EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data WACV 2025 ECHOPulse: ECG Controlled Echocardio-gram Video Generation ICLR 2025 Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction WACV 2025 Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function AAAI 2025 Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation AAAI 2025 Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries ICLR 2025 Efficient Online Training for Zero-Shot Time-Lapse Microscopy Denoising and Super-Resolution AAAI 2025 EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation CVPR 2025 EmoVOCA: Speech-Driven Emotional 3D Talking Heads WACV 2025 Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025 Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation CVPR 2025 Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales MIDL 2025 Enhancing Post-Treatment Visual Acuity Prediction with Multimodal Deep Learning on Small-scale Clinical and OCT Datasets MIDL 2025 Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation CVPR 2025 Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM WACV 2025 Evaluation of Virtual Stain Multiplexed CD68 for Macrophage Detection in NSCLC PD-L1 Slides MIDL 2025 EventUPS: Uncalibrated Photometric Stereo Using an Event Camera ICCV 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks AAAI 2025 Explaining Negative Classifications of AI Models in Tumor Diagnosis UAI 2025 F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation WACV 2025 Face Retouching with Diffusion Data Generation and Spectral Restorement ICCV 2025 Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025