Healthcare & Medicine

Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ACL 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 Enforcing 3D Coherence in Semi-Supervised Segmentation for Pancreatic Tumor Histopathology from Light Sheet Fluorescence Microscopy MIDL 2026 Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026 Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning ACL 2026 EPI Distortion Correction without Opposite Phase Encodings with Unsupervised INR-Based Deformable Registration MIDL 2026 Estimating PATE under positivity violations: SBART+SPL for high-dimensional covariates CLeaR 2026 Evaluating the Impact of Medical Image Reconstruction on Downstream AI Fairness and Performance MIDL 2026 Evaluation of 3D Ultrasound Reconstruction and 2D/3D Segmentation for Neonatal Hip Dysplasia Screening MIDL 2026 Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning CVPR 2026 Evidential DualU-Net: Single-Pass Uncertainty for Cell Instance Segmentation MIDL 2026 Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision ACL 2026 Exact-GS: Mathematically Rigorous and Accurate 3D Gaussian Splatting for 3D X-ray Reconstruction CVPR 2026 Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ACL 2026 Explainable HCC Diagnosis on Dynamic Contrast-Enhanced MRI with a Li-RADS Concept Bottleneck MIDL 2026 Explainable Pathomics Feature Visualization via Correlation-aware Conditional Feature Editing MIDL 2026 Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaptation of Medical Image Segmentation MIDL 2026 Exploring Entropy-based Active Learning for Fair Brain Segmentation MIDL 2026 F$^2$-Assist: Multi-Phase Fetal Growth Forecast and Report Generation from Ultrasound Examination CVPR 2026 Factorized Context Aggregation for Robust Cancer Risk Estimation via Soft Re-Ranked Retrieval and Hierarchical Anchors CVPR 2026 FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval ACL 2026 Fast and Explicit: Slice-to-Volume Reconstruction via 3D Gaussian Primitives with Analytic Point Spread Function Modeling MIDL 2026 FBTA: Enabling Single-GPU End-to-End Gigapixel WSI Classification with Feature Bridging and Translation Alignment CVPR 2026