Clinical

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 FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use ACL 2026 Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections MIDL 2026 FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data ACL 2026 FedPAGR: Federated Prototype Alignment via Geometric Refinement for Heterogeneous Architectures ACL 2026 Filling the Long Tail: Structure-Aware Curriculum-Gap Completion for Medical Education with LLMs ACL 2026 Flow Matching for 3D Craniofacial Skeletal Data Generation MIDL 2026 FluenceFormer: Transformer-Driven Multi-Beam Fluence Map Regression for Radiotherapy Planning MIDL 2026 FluoCLIP: Stain-Aware Focus Quality Assessment in Fluorescence Microscopy CVPR 2026 Focus on Background: Exploring SAM's Potential in Few-shot Medical Image Segmentation with Background-centric Prompting CVPR 2026