ActiveMedAgent: Cost-Aware Trajectory Learning for Multimodal Medical Diagnosis
cs.LG, cs.AI, cs.CL, cs.CV, cs.MM
Submitted: 2026-10-08
Updated: 2026-10-08
Code: https://github.com/VisualReasoner/activeagent
Terminology
Sources
- GPT-4 Technical Report
- ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?
- BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
- MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering
- Measuring Massive Multitask Language Understanding
- GPT-4o System Card
- Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?
- Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens
- Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization
- Sequential Diagnosis with Language Models
- Capabilities of GPT-4 on Medical Challenge Problems
- What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
- Reflexion: Language Agents with Verbal Reinforcement Learning
- Disentangling Reasoning and Knowledge in Medical Large Language Models
- LLaMA: Open and Efficient Foundation Language Models
- Llama 2: Open Foundation and Fine-Tuned Chat Models
- HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
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