Ayako Nakada

Automatic detection of erosions and ulcerations in wireless capsule endoscopy images based on a deep convolutional neural network

Tomonori Aoki, Atsuo Yamada, Kazuharu Aoyama et al. · Gastrointestinal Endoscopy · 2018 · 298 citations

Dermoscopic Image, Image Classification, Convolutional Neural Network +11

Automatic detection of blood content in capsule endoscopy images based on a deep convolutional neural network

Tomonori Aoki, Atsuo Yamada, Yusuke Kato et al. · Journal of Gastroenterology and Hepatology · 2019 · 113 citations

Clinical usefulness of a deep learning‐based system as the first screening on small‐bowel capsule endoscopy reading

Tomonori Aoki, Atsuo Yamada, Kazuharu Aoyama et al. · Digestive Endoscopy · 2019 · 112 citations · Full text

Automatic detection of various abnormalities in capsule endoscopy videos by a deep learning-based system: a multicenter study

Tomonori Aoki, Atsuo Yamada, Yusuke Kato et al. · Gastrointestinal Endoscopy · 2020 · 68 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Automatic detection of different types of small-bowel lesions on capsule endoscopy images using a newly developed deep convolutional neural network

Keita Otani, Ayako Nakada, Yusuke Kurose et al. · Endoscopy · 2020 · 46 citations