Leona Katsuta

Distinction between benign and malignant breast masses at breast ultrasound using deep learning method with convolutional neural network

Tomoyuki Fujioka, Kazunori Kubota, M. Mori et al. · Japanese Journal of Radiology · 2019 · 175 citations

Convolutional Neural Network, Deep Neural Networks, Image Analysis +13

Classification of Breast Masses on Ultrasound Shear Wave Elastography using Convolutional Neural Networks

Tomoyuki Fujioka, Leona Katsuta, Kazunori Kubota et al. · Ultrasonic Imaging · 2020 · 61 citations

Deep-learning approach with convolutional neural network for classification of maximum intensity projections of dynamic contrast-enhanced breast magnetic resonance imaging

Tomoyuki Fujioka, Yuka Yashima, Jun Oyama et al. · Magnetic Resonance Imaging · 2020 · 48 citations

Convolutional Neural Network, Image Analysis, Engineering +13

Breast Ultrasound Image Synthesis using Deep Convolutional Generative Adversarial Networks

Tomoyuki Fujioka, M. Mori, Kazunori Kubota et al. · Diagnostics · 2019 · 47 citations · Full text

Efficient Anomaly Detection with Generative Adversarial Network for Breast Ultrasound Imaging

Tomoyuki Fujioka, Kazunori Kubota, M. Mori et al. · Diagnostics · 2020 · 38 citations · Full text