MedCache: Efficient and Temporally Valid Memory for Longitudinal Clinical Agents
cs.LG, cs.DC, cs.MA
Submitted: 2026-08-30
Updated: 2026-08-30
Terminology
Sources
- LongHealth: A Question Answering Benchmark with Long Clinical Documents
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- ClinicalAgents: Multi-Agent Orchestration for Clinical Decision Making with Dual-Memory
- MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
- MemGPT: Towards LLMs as Operating Systems
- Zep: A Temporal Knowledge Graph Architecture for Agent Memory
- MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs
- MedicalAgentsBench for Complex Medical Reasoning: Comparing Internalized Reasoning Models versus Externalized Agent-based Frameworks
- MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks