Medical AI

MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences MIDL 2026 Momentum Memory for Knowledge Distillation in Computational Pathology CVPR 2026 MR-RAG: Multimodal Relevance-Aware Retrieval-Augmented Generation for Medical Visual Question Answering CVPR 2026 MUSE: Harnessing Precise and Diverse Semantics for Few-Shot Whole Slide Image Classification CVPR 2026 MUST: Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing Modality CVPR 2026 No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation MIDL 2026 OctoMed: Data Recipes for State-of-the-Art Multimodal Medical Reasoning CVPR 2026 OmniNet: A Multi-Modality Neural Network for Robust Remote Respiratory Rate Measurement from Facial Video MIDL 2026 One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction ACL 2026 Positive-Unlabeled Regression: learning from partially labeled quantitative outcomes UAI 2026 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 PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering ACL 2026 Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework ACL 2026 RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification ACL 2026 Rethinking Depression Prediction from a Fine-Grained Subscore Modeling Perspective via Multi-Task Learning ACL 2026 Revisiting foundation models for cell instance segmentation MIDL 2026 ReX-MLE: The Autonomous Agent Benchmark for Medical Imaging Challenges MIDL 2026 RNED: Rotary Number Encoding and Decoding for Medical VLMs CVPR 2026 Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ACL 2026 Scaling Self-Supervised and Cross-Modal Pretraining for Volumetric CT Transformers CVPR 2026 SHands: A Multi-View Dataset and Benchmark for Surgical Hand-Gesture and Error Recognition Toward Medical Training CVPR 2026 SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction ACL 2026