Ayumi Yamada

Deep learning approach to classification of lung cytological images: Two-step training using actual and synthesized images by progressive growing of generative adversarial networks

Atsushi Teramoto, Tetsuya Tsukamoto, Ayumi Yamada et al. · PLoS ONE · 2020 · 103 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Automated classification of benign and malignant cells from lung cytological images using deep convolutional neural network

Atsushi Teramoto, Ayumi Yamada, Yuka Kiriyama et al. · Informatics in Medicine Unlocked · 2019 · 98 citations · Full text

Preliminary study on the automated skull fracture detection in CT images using black-hat transform

Ayumi Yamada, Atsushi Teramoto, Tomoko Otsuka et al. · 2016 · 21 citations

Computed Tomography, Engineering, Fracture Diagnostics +20

Comparison of Fine-Tuned Deep Convolutional Neural Networks for the Automated Classification of Lung Cancer Cytology Images with Integration of Additional Classifiers

Tetsuya Tsukamoto, Atsushi Teramoto, Ayumi Yamada et al. · Asian Pacific Journal of Cancer Prevention · 2022 · 18 citations · Full text

Mutual stain conversion between Giemsa and Papanicolaou in cytological images using cycle generative adversarial network

Atsushi Teramoto, Ayumi Yamada, Tetsuya Tsukamoto et al. · Heliyon · 2021 · 12 citations · Full text