An LLM agent constrained to a fixed CT preprocessing menu, with deterministic execution and verification, raised verified output yield and matched baseline utility on three public and two private cohorts.
and Ashburner, John and Smith, Jolinda and Rorden, Christopher , journal=
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CT-PrepAgent: Bounded Policy and Controlled Execution for Adaptive CT Data Preparation
An LLM agent constrained to a fixed CT preprocessing menu, with deterministic execution and verification, raised verified output yield and matched baseline utility on three public and two private cohorts.