LongAgent: History-Guided Agentic Search for Longitudinal Outcome Prediction

arXiv:2609.15859 · cs.AI · Submitted 2026-09-14 · Read on arXiv

cs.AI

Submitted: 2026-09-14

Updated: 2026-09-14

Comments: This paper is accepted to the MICCAI 2026 Agentic AI for Medicine Workshop

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Aggregation — 22× in this paper · explained in 1 episode
• Aggregation Function — 17× in this paper · explained in 1 episode
• Agentic Search — 8× in this paper · explained in 1 episode
• Feature Extraction — 4× in this paper · explained in 2 episodes
• Longitudinal Data — 4× in this paper · explained in 2 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Ablation study — 2× in this paper · explained in 1 episode
• Feature Engineering — 2× in this paper · explained in 3 episodes
• Feature Selection — 2× in this paper · explained in 4 episodes
• AI Agents — 1× in this paper · explained in 2 episodes
• Agentic Artificial Intelligence — 1× in this paper · explained in 1 episode
• Grounding — 1× in this paper · explained in 3 episodes
• Information Leakage — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Representation Learning — 1× in this paper · explained in 2 episodes

Sources

• FeatEHR-LLM: Leveraging Large Language Models for Feature Engineering in Electronic Health Records
• An AI Co-Data-Scientist for Prioritizing Candidate Biomarkers from Wearable Sensor Data
• gpt-oss-120b & gpt-oss-20b Model Card

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