Large Language Models for Automated Synoptic Reports and Resectability Categorization in Pancreatic Cancer
Rajesh Bhayana, Bipin Nanda, Taher Dehkharghanian, Yangqing Deng, Nishaant Bhambra, Gavin J.B. Elias, Daksh Datta, Avinash Kambadakone, Chaya Shwaartz, Carol‐Anne Moulton, David Henault, Steven Gallinger, Satheesh Krishna
Abstract
GPT-4 enabled near-perfect creation of pancreatic ductal adenocarcinoma synoptic reports from original reports and accurate resectability categorization using chain-of-thought prompting, which improved surgeon accuracy and efficiency in interpreting reports for resectability categorization.
Topics & Concepts
MedicineCategorizationCancerRadiologyPancreatic cancerNatural language processingMedical physicsArtificial intelligenceOncologyGeneral surgeryInternal medicineComputer scienceRadiology practices and educationAI in cancer detectionArtificial Intelligence in Healthcare and Education