ClinLens: Towards Long-Horizon LLM Agents for Longitudinal Multimodal Clinical Data Science

arXiv:2607.26155 · cs.AI · Submitted 2026-07-28 · Read on arXiv

cs.AI

Submitted: 2026-07-28

Updated: 2026-09-26

Terminology

• Benchmark — 18× in this paper · explained in 2 episodes
• RAG — 7× in this paper · explained in 3 episodes
• Aggregation — 2× in this paper · explained in 1 episode
• Computational Biology — 2× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Trace — 2× in this paper · explained in 2 episodes
• AI Agents — 1× in this paper · explained in 2 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 3 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Multi-Agent System — 1× in this paper · explained in 6 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Text-to-SQL — 1× in this paper · explained in 3 episodes

Sources

• Teaching Large Language Models to Self-Debug
• ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
• BLADE: Benchmarking Language Model Agents for Data-Driven Science
• HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents
• DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
• BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology
• PaperBench: Evaluating AI's Ability to Replicate AI Research
• Towards Generalist Biomedical AI

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