Convolutional neural network for the diagnosis of early gastric cancer based on magnifying narrow band imaging.

Lan LiYishu ChenZhe ShenXuequn ZhangJianzhong SangYong DingXiaoyun YangJun LiMing ChenChaohui JinChunlei ChenChaohui Yu

Published in: Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association (2019)

Our CNN system showed high accuracy, sensitivity and specificity in the diagnosis of early gastric cancer. It is anticipated that more progress will be made in optimization of the CNN diagnostic system and further development of artificial intelligence in the medical field.

Keyphrases

convolutional neural network
artificial intelligence
deep learning
machine learning
big data
high resolution
healthcare
mass spectrometry