Cover Image

End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zheng, Qiaoyu, Sun, Yuze, Wu, Chaoyi, Zhao, Weike, Qiu, Pengcheng, Yu, Yongguo, Sun, Kun, Zhang, Jian, Wang, Yanfeng, Zhang, Ya, Xie, Weidi
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An Agentic System for Rare Disease Diagnosis with Traceable Reasoning
by: Zhao, Weike, et al.
Published: (2025)

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?
by: Zheng, Qiaoyu, et al.
Published: (2024)

M^3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imaging
by: Feng, Jinghao, et al.
Published: (2025)

RaTEScore: A Metric for Radiology Report Generation
by: Zhao, Weike, et al.
Published: (2024)

Weaver: End-to-End Agentic System Training for Video Interleaved Reasoning
by: Shi, Yudi, et al.
Published: (2026)

PhenoLIP: Integrating Phenotype Ontology Knowledge into Medical Vision-Language Pretraining
by: Liang, Cheng, et al.
Published: (2026)

Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases
by: Qiu, Pengcheng, et al.
Published: (2025)

Large-scale Long-tailed Disease Diagnosis on Radiology Images
by: Zheng, Qiaoyu, et al.
Published: (2023)

Evolving Interactive Diagnostic Agents in a Virtual Clinical Environment
by: Qiu, Pengcheng, et al.
Published: (2025)

ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification
by: Fan, Ziqing, et al.
Published: (2025)

Towards Building Multilingual Language Model for Medicine
by: Qiu, Pengcheng, et al.
Published: (2024)

Towards Evaluating and Building Versatile Large Language Models for Medicine
by: Wu, Chaoyi, et al.
Published: (2024)

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text
by: Xie, Peijin, et al.
Published: (2025)

Knowledge-enhanced Visual-Language Pretraining for Computational Pathology
by: Zhou, Xiao, et al.
Published: (2024)

RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning
by: Li, Kun, et al.
Published: (2025)

RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis
by: Zhang, Xiaoman, et al.
Published: (2024)

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
by: Zhang, Xiaoman, et al.
Published: (2023)

Towards Fully Decoupled End-to-End Person Search
by: Zhang, Pengcheng, et al.
Published: (2023)

JointRF: End-to-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression
by: Zheng, Zihan, et al.
Published: (2024)

EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis
by: Liao, Yusheng, et al.
Published: (2025)

Enhancing Large Language Model-Based Systems for End-to-End Circuit Analysis Problem Solving
by: Chen, Liangliang, et al.
Published: (2025)

RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining
by: Zhang, Tengfei, et al.
Published: (2025)

Large-Vocabulary Segmentation for Medical Images with Text Prompts
by: Zhao, Ziheng, et al.
Published: (2023)

GraphSearch: Agentic Search-Augmented Reasoning for Zero-Shot Graph Learning
by: Liu, Jiajin, et al.
Published: (2026)

Multi-Agent System for Comprehensive Soccer Understanding
by: Rao, Jiayuan, et al.
Published: (2025)

MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning
by: Yuan, Qianhao, et al.
Published: (2025)

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review
by: Weng, Yixuan, et al.
Published: (2026)

Zero-shot Composed Text-Image Retrieval
by: Liu, Yikun, et al.
Published: (2023)

POINTS-Seeker: Towards Training a Multimodal Agentic Search Model from Scratch
by: Liu, Yikun, et al.
Published: (2026)

MRGen: Segmentation Data Engine for Underrepresented MRI Modalities
by: Wu, Haoning, et al.
Published: (2024)

ChatCFD: An LLM-Driven Agent for End-to-End CFD Automation with Structured Knowledge and Reasoning
by: Fan, E, et al.
Published: (2025)

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
by: Li, Yangning, et al.
Published: (2025)

CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving
by: Ma, Enhui, et al.
Published: (2025)

OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning
by: Zhou, Jiawei, et al.
Published: (2025)

AutoRG-Brain: Grounded Report Generation for Brain MRI
by: Lei, Jiayu, et al.
Published: (2024)

Unified Ultrasound Intelligence Toward an End-to-End Agentic System
by: Ma, Chen, et al.
Published: (2026)

MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation
by: Wang, Muyao, et al.
Published: (2026)

Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approach
by: Zhao, Ziheng, et al.
Published: (2025)

Joint Training And Decoding for Multilingual End-to-End Simultaneous Speech Translation
by: Huang, Wuwei, et al.
Published: (2025)

LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
by: Zheng, Yijia, et al.
Published: (2026)