Artificial Intelligence in Medical Imaging for Cholangiocarcinoma Diagnosis: A Systematic Review with Scientometric Analysis.

Basile NjeiUlrick Sidney KanmounyeNancy SetoThomas R McCarty Babu Pappu MohanLydia FozoUdayakumar Navaneethan

Published in: Journal of gastroenterology and hepatology (2023)

Our results suggest that there is increasing evidence to support the role of AI in the diagnosis of CCA. CNN-based computer vision of cholangioscopy images appears to be the most promising modality for extrahepatic CCA diagnosis. Our social network analysis highlighted an Asian and American predominance in the research relational network of AI in CCA diagnosis. This discrepancy presents an opportunity for coordination and increased collaboration, especially with institutions located in high CCA burdened countries.

Keyphrases

artificial intelligence
deep learning
network analysis
machine learning
big data
healthcare
convolutional neural network
mental health
optical coherence tomography