Medical Imaging

MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification AAAI 2026 MuViT: Multi-Resolution Vision Transformers for Learning Across Scales in Microscopy CVPR 2026 NeuroSeg Meets DINOv3: Transferring 2D Self-Supervised Visual Priors to 3D Neuron Segmentation via DINOv3 Initialization CVPR 2026 NICE: Neural Implicit Craniofacial Model for Orthognathic Surgery Prediction AAAI 2026 nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection MIDL 2026 OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation AAAI 2026 One-by-One Stainer: A Fast and Hallucination Resilient Domain Adaptation Method for Histopathology MIDL 2026 OrgaCast: A Trustworthy Spatiotemporal Diffusion Model for Fluorescence Organoid Forecasting AAAI 2026 Organ-Aware Routing Mixture-of-Retrieval Augmented Generation for Fetal Ultrasound Reporting AAAI 2026 Orientation Normalization of Multi-Stain Skin Tissue Cross-Sections MIDL 2026 Overcoming Small Data Limitations in Video-Based Infant Respiration Estimation WACV 2026 PADM: A Physics-aware Diffusion Model for Attenuation Correction WACV 2026 PaRaChute: Pathology-Radiology Cross-Modal Fusion for Missing-Modality-Robust Survival Prediction WACV 2026 PaSAL: A Deep Learning Pipeline for Pulmonary Artery-Vein Segmentation and Anatomical Labeling in Thoracic CT MIDL 2026 PETAR: Localized Findings Generation with Mask-Aware Vision-Language Modeling for PET Automated Reporting CVPR 2026 PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement AAAI 2026 PGR-Net: Prior-Guided ROI Reasoning Network for Brain Tumor MRI Segmentation CVPR 2026 Photo-Guided Tooth Segmentation on 3D Oral Scan Model CVPR 2026 Physics-Aware Accelerated Unrolling Model for Sparse-View CT Reconstruction AAAI 2026 PINGS-X: Physics-Informed Normalized Gaussian Splatting with Axes Alignment for Efficient Super-Resolution of 4D Flow MRI AAAI 2026 PMRNet: Physics-informed Multi-scale Refinement Network for Medical Image Segmentation CVPR 2026 Post-training Feature Pruning for Fundus Images Classification CVPR 2026 Predicting Task fMRI Contrasts from Resting-State fMRI Using Sparse 3D Convolutions WACV 2026 PriorRG: Prior-Guided Contrastive Pre-training and Coarse-to-Fine Decoding for Chest X-ray Report Generation AAAI 2026 ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling AAAI 2026