Automated Chest CT Protocol Selection via Large Language Model Derived Text Embeddings from Imaging Request Text

Zahra Hosseini, Mahan Pouromidi, Farzad Khalvati +1

Purpose: Accurate CT protocol selection is critical for diagnostic quality and patient safety, yet the current process is manual, time-consuming, and prone to inconsistencies. Prio…