Medical Imaging

Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures AAAI 2026 ConsensusXAI: A Framework to Examine Class-wise Agreement in Medical Imaging WACV 2026 Context-Preserving Dermoscopic Editing: Mask-Guided Lesion-Aware Diffusion for Attribute Modification WACV 2026 Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification WACV 2026 CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization MIDL 2026 CROWn: A Unified Framework for Anti-Aliased Downsampling and Phase-Calibrated Fusion in 3D Medical Segmentation CVPR 2026 Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026 Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026 DARC: Dual Adjustment Reasoning with Counterfactuals for Trustworthy Chest X-ray Classification CVPR 2026 DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging AAAI 2026 D-Convexity: A Unified Differentiable Convex Shape Prior via Quasi-Concavity for Data-driven Image Segmentation CVPR 2026 Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation AAAI 2026 Decomposition Sampling for Efficient Region Annotations in Active Learning WACV 2026 Deep Image Decomposition for Medical Imaging Anonymization and Curation WACV 2026 Deep Learning Based Emboli Detection Using Ultrasound Doppler Imaging MIDL 2026 Deep Nonparametric Conditional Independence Tests for Images JMLR 2026 DEGRE: Dynamic Gating Ensembles for Trust-Aware Rejection in Medical Image Diagnostics AAAI 2026 DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination AAAI 2026 Delving Aleatoric Uncertainty in Medical Image Segmentation via Vision Foundation Models CVPR 2026 DeNAS-ViT: Data Efficient NAS-Optimized Vision Transformer for Ultrasound Image Segmentation AAAI 2026 DentalGS: Pose-Free 3D Gaussian Splatting from Five Intraoral Images for Novel View Synthesis AAAI 2026 DFMN: A Dual-feet Matching Network with Hybrid Transformer-based Feature Extractor for Unsupervised Deformable Medical Image Registration AAAI 2026 DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction AAAI 2026 DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction AAAI 2026 Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE) CVPR 2026