Healthcare & Medicine

MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning ACL 2026 MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields MIDL 2026 MedGRPO: Multi-Task Reinforcement Learning for Heterogeneous Medical Video Understanding CVPR 2026 Medic-AD: Towards Medical Vision-Language Model's Clinical Intelligence CVPR 2026 MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ACL 2026 MedKamba: A Novel Approach Integrating State-Space Models and Fractional Kolmogorov–Arnold Networks for Medical Image Segmentation MIDL 2026 MedKCO: Medical Vision-Language Pretraining via Knowledge-Driven Cognitive Orchestration CVPR 2026 MedLoc-R1: Performance-Aware Curriculum Reward Scheduling for GRPO-Based Medical Visual Grounding CVPR 2026 MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration ACL 2026 MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images CVPR 2026 MedTVT-R1: A Multimodal LLM Empowering Medical Reasoning and Diagnosis CVPR 2026 MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ACL 2026 MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis ACL 2026 MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics ACL 2026 MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata MIDL 2026 MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences MIDL 2026 MID-POSE: Multi-Instrument Detection and Pose Estimation in Endoscopic Surgery MIDL 2026 MILCA: Malaria Parasite Detection from Sample-Level Weak Labels MIDL 2026 MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding CVPR 2026 MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training ACL 2026 MoA: Mixture of Aggregators Improves Slide-Level Diagnosis in Computational Pathology MIDL 2026 Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic CVPR 2026 Modeling the Brain's Grammar: ROI-Guided fMRI Pretraining for Transferable and Interpretable Vision Decoding CVPR 2026 MolMem: Memory-Augmented Agentic Reinforcement Learning for Sample-Efficient Molecular Optimization ACL 2026 Momentum Memory for Knowledge Distillation in Computational Pathology CVPR 2026