Healthcare & Medicine

Prior-Fitted Functional Flows: In-Context Generative Models for Pharmacokinetics UAI 2026 Probing Bias Formation in Medical LLMs through Activation Steering ACL 2026 ProMedical: Hierarchical Fine-Grained Criteria Modeling for Medical LLM Alignment via Explicit Injection ACL 2026 ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ACL 2026 Prospective Dynamic 3D MRI Reconstruction via Latent-Space Motion Tracking from Single Measurement CVPR 2026 Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning ACL 2026 PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering ACL 2026 PUPPET: Neural-Symbolic Standardized Patients for Mental Health ACL 2026 Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection WACV 2026 Quantifying and Mitigating Hospital Domain Bias in Pathology Foundation Models using Adversarial Feature Disentanglement MIDL 2026 Quantitative Pose-Based Analysis of Movement Disorders in Pediatric NGLY1 and SLC13A5 Patients MIDL 2026 Quantum-Inspired Orthonormal CNN for Energy-Efficient Medical Image Denoising MIDL 2026 R2-Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection CVPR 2026 RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows MIDL 2026 RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering MIDL 2026 RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning MIDL 2026 RAGPPI: Retrieval-Augmented Generation Benchmark for Protein–Protein Interactions in Drug Discovery EACL 2026 RandP: Effective and Efficient Medical Visual In-Context Learning via a Retrieve-and-Propagate Module for Prompt-Query Fusion MIDL 2026 RDFace: A Benchmark Dataset for Rare Disease Facial Image Analysis under Extreme Data Scarcity and Phenotype-Aware Synthetic Generation CVPR 2026 Real-Time Tracking of Flexible Markers in Low-Contrast Fluoroscopy Using a Deep Neural Network Trained Solely on Synthetic Data WACV 2026 Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations ACL 2026 RECAP: Resistance Capture in Text-based Mental Health Counseling with Large Language Models CoNLL 2026 Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework ACL 2026 Rendering with a Gut Feeling: Depth-Guided Triangle Splatting for Physically Consistent Colonoscopic Reconstruction MIDL 2026 RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification ACL 2026