Cover Image

MedAide: Information Fusion and Anatomy of Medical Intents via LLM-based Agent Collaboration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Dingkang, Wei, Jinjie, Li, Mingcheng, Liu, Jiyao, Liu, Lihao, Hu, Ming, He, Junjun, Ju, Yakun, Zhou, Wei, Liu, Yang, Zhang, Lihua
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning, Reasoning, Refinement: A Framework for Kahneman's Dual-System Intelligence in GUI Agents
by: Wei, Jinjie, et al.
Published: (2025)

MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices
by: Basit, Abdul, et al.
Published: (2024)

MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment
by: Liu, Jiyao, et al.
Published: (2026)

MedQ-UNI: Toward Unified Medical Image Quality Assessment and Restoration via Vision-Language Modeling
by: Liu, Jiyao, et al.
Published: (2026)

Can LLMs' Tuning Methods Work in Medical Multimodal Domain?
by: Chen, Jiawei, et al.
Published: (2024)

MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation
by: Li, Mingcheng, et al.
Published: (2025)

MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
by: Liu, Jiyao, et al.
Published: (2025)

Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models
by: Chen, Jiawei, et al.
Published: (2024)

Open World MRI Reconstruction with Bias-Calibrated Adaptation
by: Liu, Jiyao, et al.
Published: (2026)

Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
by: Yang, Dingkang, et al.
Published: (2024)

MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations
by: Liu, Jiyao, et al.
Published: (2026)

ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator
by: Hou, Wenlong, et al.
Published: (2025)

MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization
by: Xu, Huihui, et al.
Published: (2025)

Debiased Multimodal Understanding for Human Language Sequences
by: Xu, Zhi, et al.
Published: (2024)

Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations
by: Yang, Dingkang, et al.
Published: (2024)

Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding
by: Liu, Keliang, et al.
Published: (2025)

ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation
by: Xue, Wei, et al.
Published: (2026)

CoMT: Chain-of-Medical-Thought Reduces Hallucination in Medical Report Generation
by: Jiang, Yue, et al.
Published: (2024)

F^2TTA: Free-Form Test-Time Adaptation on Cross-Domain Medical Image Classification via Image-Level Disentangled Prompt Tuning
by: Li, Wei, et al.
Published: (2025)

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation
by: Hou, Xiaolu, et al.
Published: (2025)

Robust Emotion Recognition in Context Debiasing
by: Yang, Dingkang, et al.
Published: (2024)

MISS: A Generative Pretraining and Finetuning Approach for Med-VQA
by: Chen, Jiawei, et al.
Published: (2024)

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
by: Chen, Kai, et al.
Published: (2025)

CafeMed: Causal Attention Fusion Enhanced Medication Recommendation
by: Ren, Kelin, et al.
Published: (2025)

THE-Tree: Can Tracing Historical Evolution Enhance Scientific Verification and Reasoning?
by: Wang, Xin, et al.
Published: (2025)

Adaptive Reinforcement for Open-ended Medical Reasoning via Semantic-Guided Reward Collapse Mitigation
by: Liu, Yizhou, et al.
Published: (2025)

PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
by: Yang, Dingkang, et al.
Published: (2024)

Skip and Skip: Segmenting Medical Images with Prompts
by: Chen, Jiawei, et al.
Published: (2024)

Improving Multimodal Sentiment Analysis via Modality Optimization and Dynamic Primary Modality Selection
by: Yang, Dingkang, et al.
Published: (2025)

GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning
by: Su, Yanzhou, et al.
Published: (2025)

Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
by: Li, Mingcheng, et al.
Published: (2024)

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models
by: Chen, Jiawei, et al.
Published: (2024)

MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation
by: Zhao, Xiao, et al.
Published: (2024)

Faster Diffusion Action Segmentation
by: Wang, Shuaibing, et al.
Published: (2024)

HandGCAT: Occlusion-Robust 3D Hand Mesh Reconstruction from Monocular Images
by: Wang, Shuaibing, et al.
Published: (2024)

Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
by: Yang, Dingkang, et al.
Published: (2024)

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
by: Zhu, Yinghao, et al.
Published: (2025)

AMF-MedIT: An Efficient Align-Modulation-Fusion Framework for Medical Image-Tabular Data
by: Yu, Congjing, et al.
Published: (2025)

FysicsWorld: A Unified Full-Modality Benchmark for Any-to-Any Understanding, Generation, and Reasoning
by: Jiang, Yue, et al.
Published: (2025)

Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models
by: Chen, Zizhi, et al.
Published: (2025)