Minerva Mayorga-Carlin

Clinical Reasoning-Augmented Prediction: Agentic Verification Improves Reliability of VTE Detection from Radiology Reports

Automated extraction of clinical outcomes from radiology reports is widely used for cohort construction; extracted outcomes also serve as ground truth labels to evaluate clinical Machine Learning (ML) models. However, conventional Natural Language Processing (NLP) classifiers rely primarily on statistical pattern recog...