Medical Imaging

Deep Learning for Liver Disease Stratification: Findings from UKBB MRI MIDL 2026 Depth Any Endoscopy: Towards Self-Supervised Generalizable Depth Estimation in Monocular Endoscopy CVPR 2026 Detection versus Instance Segmentation for Multi-Species Malaria Diagnosis: A Head-to-Head Comparison and Multi-Dataset Validation of YOLOv12 Architectures with Small Object Optimization MIDL 2026 Detector-in-the-Loop Tracking: Active Memory Rectification for Stable Glottic Opening Localization MIDL 2026 DiffTAC: Temporal-Conditioned Latent Diffusion with Integrated Attention for Intermediate Frame Generation and Temporal Super-Resolution in Cardiac MRI MIDL 2026 Diffusion-Based Native Adversarial Synthesis for Enhanced Medical Segmentation Generalization CVPR 2026 Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE) CVPR 2026 Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction CVPR 2026 Discriminative Self-Supervised Pre-Training for Esophagitis Detection in Upper GI Endoscopy Images MIDL 2026 DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations MIDL 2026 Divide, Conquer, and Aggregate: Asymmetric Experts for Class-Imbalanced Semi-Supervised Medical Image Segmentation CVPR 2026 DK-DDIL: Adaptive Knowledge Retention for Dynamic Domain-Incremental Learning in Medical Imaging CVPR 2026 Does Grounding Improve Radiology Report Generation? An Empirical Study on PadChest-GR MIDL 2026 Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis MIDL 2026 DTC-WSI: Dynamic Token Compression for Whole-Slide Images MIDL 2026 EchoPOSE: 6D Pose Estimation of Sparse Echocardiograms for Left-Ventricular 3D Shape Reconstruction CVPR 2026 EchoVDiff: Cardiac-Cycle Echocardiography Video Generation from Arbitrary Single Frame CVPR 2026 EchoVLM: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence ACL 2026 ECT-3DMedSAM: Efficient Cross Teaching Using Segment Anything Model for Semi-Supervised 3D Medical Image Segmentation MIDL 2026 Efficient Self-Supervised Adaptation of 3D Abdominal Vision-Language Model for Institution-Specific HCC Classification via Full Fine-Tuning and PEFT MIDL 2026 Electromagnetic Inverse Scattering from a Single Transmitter CVPR 2026 EMAD: Evidence-Centric Grounded Multimodal Diagnosis for Alzheimer's Disease CVPR 2026 Endo-4DTS: Monocular 4D Scene Synthesis for Endoscopy via Deformable Triangle Splatting MIDL 2026 Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video MIDL 2026 EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams MIDL 2026