Medical Imaging

DiffuCE: Expert-Level CBCT Image Enhancement using a Novel Conditional Denoising Diffusion Model with Latent Alignment WACV 2025 DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining WACV 2025 DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels CVPR 2025 Discretized Gaussian Representation for Tomographic Reconstruction ICCV 2025 DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025 DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation WACV 2025 Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis AAAI 2025 Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation AAAI 2025 DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention MIDL 2025 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025 Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data ICML 2025 EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025 EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data WACV 2025 EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025 EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025 Effective Disjoint Representational Learning for Anatomical Segmentation MIDL 2025 Efficient Noise Calculation in Deep Learning-based MRI Reconstructions ICML 2025 Empirical Analysis of Scaling Vision Foundation Models for Chest X-rays MIDL 2025 Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025 Enhancing Depression Detection via Question-wise Modality Fusion NAACL 2025 Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation MIDL 2025 Enhancing Post-Treatment Visual Acuity Prediction with Multimodal Deep Learning on Small-scale Clinical and OCT Datasets MIDL 2025 Enhancing Predictive Imaging Biomarker Discovery through Treatment Effect Analysis WACV 2025 Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM WACV 2025 Enhancing Wrist Fracture Detection through LLM-Powered Data Extraction and Knowledge-Based Ensemble Learning MIDL 2025