Scaling Clinician-Grade Feature Generation from Clinical Notes with Multi-Agent Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Jiayi, Vallon, Jacqueline Jil, Kotha, Nikhil V., Panjwani, Neil, Ling, Xi, Redfield, Margaret, Vij, Sushmita, Srinivas, Sandy, Leppert, John, Buyyounouski, Mark K., Bayati, Mohsen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On Aligning Prediction Models with Clinical Experiential Learning: A Prostate Cancer Case Study
by: Vallon, Jacqueline J., et al.
Published: (2025)
by: Vallon, Jacqueline J., et al.
Published: (2025)
Aligning Model Properties via Conformal Risk Control
by: Overman, William, et al.
Published: (2024)
by: Overman, William, et al.
Published: (2024)
Scalable Stewardship of an LLM-Assisted Clinical Benchmark with Physician Oversight
by: Ye, Junze, et al.
Published: (2025)
by: Ye, Junze, et al.
Published: (2025)
Local Dominance in Mixed-Strength Populations -- Fast Maximal Independent Set
by: Luby, Michael, et al.
Published: (2025)
by: Luby, Michael, et al.
Published: (2025)
Approximate Multiagent Reinforcement Learning for On-Demand Urban Mobility Problem on a Large Map (extended version)
by: Garces, Daniel, et al.
Published: (2023)
by: Garces, Daniel, et al.
Published: (2023)
MARS-DA: A Hierarchical Reinforcement Learning Framework for Risk-Aware Multi-Agent Bidding in Power Grids
by: Chen, Jiayi, et al.
Published: (2026)
by: Chen, Jiayi, et al.
Published: (2026)
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents
by: Chen, Jiayi, et al.
Published: (2026)
by: Chen, Jiayi, et al.
Published: (2026)
A Communication-First Account of Explanation
by: Harding, Jacqueline, et al.
Published: (2025)
by: Harding, Jacqueline, et al.
Published: (2025)
When Identity Overrides Incentives: Representational Choices as Governance Decisions in Multi-Agent LLM Systems
by: Manoranjan, Viswonathan, et al.
Published: (2026)
by: Manoranjan, Viswonathan, et al.
Published: (2026)
RobustFlow: Towards Robust Agentic Workflow Generation
by: Xu, Shengxiang, et al.
Published: (2025)
by: Xu, Shengxiang, et al.
Published: (2025)
Near Optimal Best Arm Identification for Clustered Bandits
by: Yash, et al.
Published: (2025)
by: Yash, et al.
Published: (2025)
CandorMD: An AI-Assisted Audio Simulation and Feedback System for Training Clinicians for Medical Error Disclosure
by: Lin, Inna Wanyin, et al.
Published: (2026)
by: Lin, Inna Wanyin, et al.
Published: (2026)
A Cross-Layered Multi-Drone Coordination for Medical Supply Delivery during Disaster Response Management
by: Calyam, Aneesh, et al.
Published: (2026)
by: Calyam, Aneesh, et al.
Published: (2026)
Specialists or Generalists? Multi-Agent and Single-Agent LLMs for Essay Grading
by: Idowu, Jamiu Adekunle, et al.
Published: (2026)
by: Idowu, Jamiu Adekunle, et al.
Published: (2026)
Skill Description Deception Attack against Task Routing in Internet of Agents
by: He, Jiayi, et al.
Published: (2026)
by: He, Jiayi, et al.
Published: (2026)
Quantifying Feature Importance of Games and Strategies via Shapley Values
by: Fujii, Satoru
Published: (2023)
by: Fujii, Satoru
Published: (2023)
Optimizing Highway Traffic Flow in Mixed Autonomy: A Multiagent Truncated Rollout Approach
by: Liu, Lu, et al.
Published: (2025)
by: Liu, Lu, et al.
Published: (2025)
From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems
by: Chen, Jiayi, et al.
Published: (2025)
by: Chen, Jiayi, et al.
Published: (2025)
From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions
by: Li, Jiayi, et al.
Published: (2025)
by: Li, Jiayi, et al.
Published: (2025)
MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management
by: Chen, Jiayi, et al.
Published: (2025)
by: Chen, Jiayi, et al.
Published: (2025)
A Multi-Agent Rollout Approach for Highway Bottleneck Decongestion in Mixed Autonomy
by: Liu, Lu, et al.
Published: (2024)
by: Liu, Lu, et al.
Published: (2024)
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning
by: Zhang, Junkai, et al.
Published: (2024)
by: Zhang, Junkai, et al.
Published: (2024)
Can We Enhance the Quality of Mobile Crowdsensing Data Without Ground Truth?
by: Li, Jiajie, et al.
Published: (2024)
by: Li, Jiajie, et al.
Published: (2024)
Bugs with Features: Vision-Based Fault-Tolerant Collective Motion Inspired by Nature
by: Shefi, Peleg, et al.
Published: (2025)
by: Shefi, Peleg, et al.
Published: (2025)
Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture
by: Lee, Yeawon, et al.
Published: (2025)
by: Lee, Yeawon, et al.
Published: (2025)
Learning When to Cooperate Under Heterogeneous Goals
by: Taylor-Davies, Max, et al.
Published: (2026)
by: Taylor-Davies, Max, et al.
Published: (2026)
Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy
by: Wang, Feng, et al.
Published: (2024)
by: Wang, Feng, et al.
Published: (2024)
MedCoRAG: Interpretable Hepatology Diagnosis via Hybrid Evidence Retrieval and Multispecialty Consensus
by: Li, Zheng, et al.
Published: (2026)
by: Li, Zheng, et al.
Published: (2026)
Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction
by: Chen, Xi, et al.
Published: (2025)
by: Chen, Xi, et al.
Published: (2025)
Fast and Communication-Efficient Multi-UAV Exploration Via Voronoi Partition on Dynamic Topological Graph
by: Dong, Qianli, et al.
Published: (2024)
by: Dong, Qianli, et al.
Published: (2024)
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design
by: Srinivas, Sakhinana Sagar, et al.
Published: (2024)
by: Srinivas, Sakhinana Sagar, et al.
Published: (2024)
What Is Your Agent's GPA? A Framework for Evaluating Agent Goal-Plan-Action Alignment
by: Jia, Allison Sihan, et al.
Published: (2025)
by: Jia, Allison Sihan, et al.
Published: (2025)
PartnerMAS: An LLM Hierarchical Multi-Agent Framework for Business Partner Selection on High-Dimensional Features
by: Li, Lingyao, et al.
Published: (2025)
by: Li, Lingyao, et al.
Published: (2025)
TWICE: An LLM Agent Framework for Simulating Personalized User Tweeting Behavior with Long-term Temporal Features
by: Jin, Bingrui, et al.
Published: (2025)
by: Jin, Bingrui, et al.
Published: (2025)
Predicting Multi-Agent Specialization via Task Parallelizability
by: Mieczkowski, Elizabeth, et al.
Published: (2025)
by: Mieczkowski, Elizabeth, et al.
Published: (2025)
ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation
by: Huang, Oucheng, et al.
Published: (2025)
by: Huang, Oucheng, et al.
Published: (2025)
A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning
by: Sun, Ruoyu, et al.
Published: (2025)
by: Sun, Ruoyu, et al.
Published: (2025)
When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling
by: Wang, Ziqi, et al.
Published: (2026)
by: Wang, Ziqi, et al.
Published: (2026)
CogEvo-Edu: Cognitive Evolution Educational Multi-Agent Collaborative System
by: Wu, Yefeng, et al.
Published: (2025)
by: Wu, Yefeng, et al.
Published: (2025)
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring
by: Ebrahimi, Sana, et al.
Published: (2025)
by: Ebrahimi, Sana, et al.
Published: (2025)
Similar Items
-
On Aligning Prediction Models with Clinical Experiential Learning: A Prostate Cancer Case Study
by: Vallon, Jacqueline J., et al.
Published: (2025) -
Aligning Model Properties via Conformal Risk Control
by: Overman, William, et al.
Published: (2024) -
Scalable Stewardship of an LLM-Assisted Clinical Benchmark with Physician Oversight
by: Ye, Junze, et al.
Published: (2025) -
Local Dominance in Mixed-Strength Populations -- Fast Maximal Independent Set
by: Luby, Michael, et al.
Published: (2025) -
Approximate Multiagent Reinforcement Learning for On-Demand Urban Mobility Problem on a Large Map (extended version)
by: Garces, Daniel, et al.
Published: (2023)