Deep learning-based endoscopic anatomy classification: an accelerated approach for data preparation and model validation.

Yuan-Yen ChangPai-Chi LiRuey-Feng ChangChih-Da YaoYang-Yuan ChenWen-Yen ChangHsu-Heng Yen

Published in: Surgical endoscopy (2021)

We constructed a deep learning-based model with an accelerated approach that can be used for quality control in endoscopy units. The model was also validated with both internal and external datasets with high accuracy.

Keyphrases

deep learning
quality control
artificial intelligence
convolutional neural network
wastewater treatment
ultrasound guided
high resolution
rna seq