D Tang, L Wang, T Ling, Y Lv, M Ni, Q Zhan, Y Fu… - …, 2020 - thelancet.com
Background We aimed to develop and validate a real-time deep convolutional neural networks (DCNNs) system for detecting early gastric cancer (EGC). Methods All 45,240 …
T Hirasawa, K Aoyama, T Tanimoto, S Ishihara… - Gastric Cancer, 2018 - Springer
Background Image recognition using artificial intelligence with deep learning through convolutional neural networks (CNNs) has dramatically improved and been increasingly …
Y Ikenoyama, T Hirasawa, M Ishioka… - Digestive …, 2021 - Wiley Online Library
Objectives Detecting early gastric cancer is difficult, and it may even be overlooked by experienced endoscopists. Recently, artificial intelligence based on deep learning through …
JH Lee, YJ Kim, YW Kim, S Park, Y Choi, YJ Kim… - Surgical …, 2019 - Springer
Background Gastric cancer is a common kind of malignancies, with yearly occurrences exceeding one million worldwide in 2017. Typically, ulcerous and cancerous tissues …
L Wu, W Zhou, X Wan, J Zhang, L Shen, S Hu… - …, 2019 - thieme-connect.com
Background Gastric cancer is the third most lethal malignancy worldwide. A novel deep convolution neural network (DCNN) to perform visual tasks has been recently developed …
BJ Cho, CS Bang, SW Park, YJ Yang, SI Seo… - …, 2019 - thieme-connect.com
Background Visual inspection, lesion detection, and differentiation between malignant and benign features are key aspects of an endoscopist's role. The use of machine learning for …
Z Song, S Zou, W Zhou, Y Huang, L Shao… - Nature …, 2020 - nature.com
The early detection and accurate histopathological diagnosis of gastric cancer increase the chances of successful treatment. The worldwide shortage of pathologists offers a unique …
T Shibata, A Teramoto, H Yamada, N Ohmiya, K Saito… - Applied Sciences, 2020 - mdpi.com
Gastrointestinal endoscopy is widely conducted for the early detection of gastric cancer. However, it is often difficult to detect early gastric cancer lesions and accurately evaluate the …
Y Zhu, QC Wang, MD Xu, Z Zhang, J Cheng… - Gastrointestinal …, 2019 - Elsevier
Background and Aims According to guidelines, endoscopic resection should only be performed for patients whose early gastric cancer invasion depth is within the mucosa or …