External validation of a machine learning based algorithm to differentiate hepatic mucinous cystic neoplasms from benign hepatic cysts.

Felipe S Furtado Álvaro Badenes-RomeroMina HesamiLeila Mostafavi Zahra Najmi Marcelo Araujo Queiroz Amirkasra MojtahedMark A AndersonOnofrio Antonio Catalano

Published in: Abdominal radiology (New York) (2023)

The evaluated algorithm showed similarly high diagnostic accuracy in our external, multi-institutional validation cohort. This 3-feature algorithm is easily and rapidly applied and its features are reproducible among radiologists, showing promise as a clinical decision support tool.

Keyphrases

machine learning
artificial intelligence
clinical decision support
deep learning
big data
electronic health record
neural network
low grade