Cover Image

DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lu, Yuxing, Fu, Gecheng, Wu, Wei, Zhao, Xukai, Goi, Sin Yee, Wang, Jinzhuo
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computational Engineering, Finance, and Science Information Retrieval Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications
by: Lu, Yuxing, et al.
Published: (2025)

SMARTFinRAG: Interactive Modularized Financial RAG Benchmark
by: Zha, Yiwei
Published: (2025)

KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
by: Lu, Yuxing, et al.
Published: (2025)

Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows
by: Dong, Haoyu, et al.
Published: (2025)

Individual Variation Affects Outbreak Magnitude and Predictability in an Extended Multi-Pathogen SIR Model of Pigeons Vising Dairy Farms
by: Lazebnik, Teddy, et al.
Published: (2023)

Training the Knowledge Base through Evidence Distillation and Write-Back Enrichment
by: Lu, Yuxing, et al.
Published: (2026)

Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG
by: Sun, Yiqun, et al.
Published: (2026)

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets
by: Papadakis, Charidimos, et al.
Published: (2025)

CreditXAI: A Multi-Agent System for Explainable Corporate Credit Rating
by: Shi, Yumeng, et al.
Published: (2025)

Modelling Socio-Psychological Drivers of Land Management Intensity
by: Hotz, Ronja, et al.
Published: (2026)

Leveraging Large Language Models for Institutional Portfolio Management: Persona-Based Ensembles
by: Abe, Yoshia, et al.
Published: (2024)

EvoMarket: A High-Fidelity and Scalable Financial Market Simulator
by: Zhong, Muyao, et al.
Published: (2026)

No-Regret Learning for Stackelberg Equilibrium Computation in Newsvendor Pricing Games
by: Liu, Larkin, et al.
Published: (2024)

A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design
by: Jin, Xinyu, et al.
Published: (2025)

TrustTrade: Human-Inspired Selective Consensus Reduces Decision Uncertainty in LLM Trading Agents
by: Li, Minghan, et al.
Published: (2026)

Once Burned, Twice Shy? The Effect of Stock Market Bubbles on Traders that Learn by Experience
by: Zhu, Haibei, et al.
Published: (2023)

Simulate and Optimise: A two-layer mortgage simulator for designing novel mortgage assistance products
by: Ardon, Leo, et al.
Published: (2024)

3D Topological Modeling and Multi-Agent Movement Simulation for Viral Infection Risk Analysis
by: Jabi, Wassim, et al.
Published: (2024)

ToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents
by: Di, Shimin, et al.
Published: (2026)

Time-Probability Dependent Knowledge Extraction in IoT-enabled Smart Building
by: Ge, Hangli, et al.
Published: (2024)

Opinion Dynamics with Highly Oscillating Opinions
by: Vargas-Pérez, Víctor A., et al.
Published: (2025)

DIALECTIC: A Multi-Agent System for Startup Evaluation
by: Bae, Jae Yoon, et al.
Published: (2026)

Market-Dependent Communication in Multi-Agent Alpha Generation
by: Shi, Jerick, et al.
Published: (2025)

Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback
by: Lu, Yuxing, et al.
Published: (2025)

MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics
by: Lu, Yuxing, et al.
Published: (2025)

MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction
by: Mullick, Ankan, et al.
Published: (2024)

Towards participatory multi-modeling for policy support across domains and scales: a systematic procedure for integral multi-model design
by: Nespeca, Vittorio, et al.
Published: (2024)

The Agentic Regulator: Risks for AI in Finance and a Proposed Agent-based Framework for Governance
by: Kurshan, Eren, et al.
Published: (2025)

Addressing the alignment problem in transportation policy making: an LLM approach
by: Yan, Xiaoyu, et al.
Published: (2025)

Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking
by: Li, Changlun, et al.
Published: (2025)

Collaboration Dynamics and Reliability Challenges of Multi-Agent LLM Systems in Finite Element Analysis
by: Tian, Chuan, et al.
Published: (2024)

When Stress Becomes Signal: Detecting Antifragility-Compatible Regimes in Multi-Agent LLM Systems
by: de la Chica, Jose Manuel, et al.
Published: (2026)

Toward Reliable Evaluation of LLM-Based Financial Multi-Agent Systems: Taxonomy, Coordination Primacy, and Cost Awareness
by: Nguyen, Phat, et al.
Published: (2026)

MIND: AI Co-Scientist for Material Research
by: Ahn, Geonhee, et al.
Published: (2026)

Towards Selection as Power: Bounding Decision Authority in Autonomous Agents
by: Rodriguez, Jose Manuel de la Chica, et al.
Published: (2026)

BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
by: Roohani, Yusuf, et al.
Published: (2024)

Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital
by: Barton, T. J., et al.
Published: (2026)

Language Models Refine Mechanical Linkage Designs Through Symbolic Reflection and Modular Optimisation
by: Gandarela, João Pedro, et al.
Published: (2026)

Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation
by: García-Méndez, Silvia, et al.
Published: (2024)

General Automatic Solution Generation of Social Problems
by: Niu, Tong, et al.
Published: (2024)