Medical Imaging

PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image Classification WACV 2026 Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection WACV 2026 R3: Reconstruction, Raw, and Rain: Deraining Directly in the Bayer Domain WACV 2026 RDFace: A Benchmark Dataset for Rare Disease Facial Image Analysis under Extreme Data Scarcity and Phenotype-Aware Synthetic Generation CVPR 2026 Real2Sim2Real: RetinalDepth-64K for Depth Estimation in Posterior Segment Ophthalmic Surgery CVPR 2026 Real-Time Novel-View Freehand Ultrasound Imaging via Point-Cloud Rendering and Diffusion-Bridge Completion MIDL 2026 Real-Time Tracking of Flexible Markers in Low-Contrast Fluoroscopy Using a Deep Neural Network Trained Solely on Synthetic Data WACV 2026 ReBrain: Brain MRI Reconstruction from Sparse CT Slice via Retrieval-Augmented Diffusion WACV 2026 Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework ACL 2026 ResGAT: A Residual Graph Attention Network for Cancer Subtype Classification in Whole Slide Images MIDL 2026 Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method AAAI 2026 Rethinking Box Supervision: Bias-Free Weakly Supervised Medical Segmentation CVPR 2026 Rethinking Surgical Smoke: A Smoke-Type-Aware Laparoscopic Video Desmoking Method and Dataset AAAI 2026 Revealing and Reducing Morphological Biases Using Implicit Neural Representations for Medical Image Registration MIDL 2026 RNCA: Self-Repairing Segmentation Masks MIDL 2026 Robust Noise Modeling for Spike Camera via Time-Interval Quantification and Spike-DSLR Multimodal Dataset in Low-Light Imaging AAAI 2026 RouterNet: Hierarchical Point Routing Network for Robust Vertebral Landmark Localization on AP X-ray Images AAAI 2026 RVO-MIS: Robust Visual Odometry for Minimally Invasive Surgery MIDL 2026 SAR2Net: Learning Spatially Anchored Representations for Retrieval-Guided Cross-Stain Alignment CVPR 2026 Sarcopenia Assessment Model Based on Dual-Source Modal Graph AAAI 2026 Scaling Self-Supervised and Cross-Modal Pretraining for Volumetric CT Transformers CVPR 2026 ScoliGaitX: A Deep Multi-Modal Fusion Network for Scoliosis Assessment via Gait Video Analysis WACV 2026 Seeing Down the Line: Endoscopic Reconstruction with Centerline Constraints MIDL 2026 SemiGDA: Generative Dual-distribution Alignment for Semi-Supervised Medical Image Segmentation CVPR 2026 Semi-supervised Key-Point Estimation for Echocardiography Video WACV 2026