Author

Elizabeth Kourbatski

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Preprint Aug 2026

DoctorAgents: an agentic framework to iteratively refine AutoML pipeline for small clinical temporal data

DoctorAgents is proposed, an agentic AI framework that autonomously constructs and optimizes end-to-end ML pipelines through specialized large language model (LLM) agents for generation, validation, and refinement.

Ruilin Wang, Bo-Hong Wang, Elizabeth Kourbatski et al. · 1 citation