Deep learning in gastric tissue diseases: a systematic review.

Wanderson Gonçalves E GonçalvesMarcelo Henrique de Paula Dos SantosFábio Manoel França LobatoÂndrea Ribeiro-Dos-SantosGilderlanio Santana de Araújo

Published in: BMJ open gastroenterology (2020)

This review highlighted the high potential and shortcomings in deep learning research studies applied to gastric cancer, ulcer, gastritis and non-malignant diseases. Our results demonstrate the effectiveness of gastric tissue analysis by deep learning applications. Moreover, we also identified gaps of evaluation metrics, and image collection availability, therefore, impacting experimental reproducibility.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
randomized controlled trial
systematic review
helicobacter pylori infection