Clinical

Focus-to-Perceive Representation Learning: A Cognition-Inspired Hierarchical Framework for Endoscopic Video Analysis CVPR 2026 Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models CVPR 2026 From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning ACL 2026 From Cross-Sectional CT to Dynamic Insights: Pseudotime-Based Modeling of Lung Nodule Progression MIDL 2026 From Infusion to Assimilation Distillation for Medical Image Segmentation CVPR 2026 From Panel to Pixel: Zoom-In Vision-Language Pretraining from Biomedical Scientific Literature CVPR 2026 From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis MIDL 2026 From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026 From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026 From Surface to Viscera: 3D Estimation of Internal Anatomy from Body Surface Point Clouds MIDL 2026 From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset ACL 2026 From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP ACL 2026 FutureMorph: Toward Predicting Future Deformation Fields in Longitudinal Imaging MIDL 2026 Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis CVPR 2026 Gaussian Graphical Learning via PSD Constraint for Blockwise Missing Multimodal Data UAI 2026 Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation MIDL 2026 Generating Post-Acetazolamide Cerebral Blood Flow MRI for High-Risk Stroke Patients MIDL 2026 GeneVAR: Causal MeanFlow for Autoregressive Gene-to-WSI Tile Synthesis CVPR 2026 GenTract: Generative Global Tractography CVPR 2026 GenVOG-DiT: A Transformer-Based Diffusion Model for Pose-Driven, Patient-Agnostic Nystagmus VOG Video Generation MIDL 2026 GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026 Geometry-Aware Cardiac MRI Representation Learning with Equivariant Neural Fields MIDL 2026 Geometry-Aware Depth-Guided Explainable Multimodal Polyp Size Estimation: A Fusion Model Beyond RGB MIDL 2026 GeoSemba: Reconstructing State Space Model for Cross Paradigm Representation in Medical Image Segmentation CVPR 2026 Guideline-Informed MLLM Reasoning for Pathology-Aware Postoperative Prostate CTV Segmentation MIDL 2026