Heterogeneity in pulmonary emphysema: Analysis of CT attenuation using Gaussian mixture model

por Nishio, Mizuho, Tanaka, Yutaka
Publicado 2018

Application of the homology method for quantification of low-attenuation lung region inpatients with and without COPD

por Nishio, Mizuho, Nakane, Kazuaki, Tanaka, Yutaka
Publicado 2016

Estimation of lung cancer risk using homology-based emphysema quantification in patients with lung nodules

por Nishio, Mizuho, Kubo, Takeshi, Togashi, Kaori
Publicado 2019

Automatic classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image: combination of data augmentation methods

por Nishio, Mizuho, Noguchi, Shunjiro, Matsuo, Hidetoshi, Murakami, Takamichi
Publicado 2020

Homology-Based Image Processing for Automatic Classification of Histopathological Images of Lung Tissue

por Nishio, Mizuho, Nishio, Mari, Jimbo, Naoe, Nakane, Kazuaki
Publicado 2021

Label Distribution Learning for Automatic Cancer Grading of Histopathological Images of Prostate Cancer

por Nishio, Mizuho, Matsuo, Hidetoshi, Kurata, Yasuhisa, Sugiyama, Osamu, Fujimoto, Koji
Publicado 2023

Convolutional neural networks: an overview and application in radiology

por Yamashita, Rikiya, Nishio, Mizuho, Do, Richard Kinh Gian, Togashi, Kaori
Publicado 2018

Comparison between pystan and numpyro in Bayesian item response theory: evaluation of agreement of estimated latent parameters and sampling performance

por Nishio, Mizuho, Ota, Eiji, Matsuo, Hidetoshi, Matsunaga, Takaaki, Miyazaki, Aki, Murakami, Takamichi
Publicado 2023

Lung Cancer Segmentation With Transfer Learning: Usefulness of a Pretrained Model Constructed From an Artificial Dataset Generated Using a Generative Adversarial Network

por Nishio, Mizuho, Fujimoto, Koji, Matsuo, Hidetoshi, Muramatsu, Chisako, Sakamoto, Ryo, Fujita, Hiroshi
Publicado 2021

Bayesian multidimensional nominal response model for observer study of radiologists

por Nishio, Mizuho, Kobayashi, Daigo, Matsuo, Hidetoshi, Urase, Yasuyo, Nishioka, Eiko, Murakami, Takamichi
Publicado 2022

Automated prediction of emphysema visual score using homology-based quantification of low-attenuation lung region

por Nishio, Mizuho, Nakane, Kazuaki, Kubo, Takeshi, Yakami, Masahiro, Emoto, Yutaka, Nishio, Mari, Togashi, Kaori
Publicado 2017

Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

por Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Publicado 2018

Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neura...

por Nishio, Mizuho, Sugiyama, Osamu, Yakami, Masahiro, Ueno, Syoko, Kubo, Takeshi, Kuroda, Tomohiro, Togashi, Kaori
Publicado 2018

Convolutional auto-encoder for image denoising of ultra-low-dose CT

por Nishio, Mizuho, Nagashima, Chihiro, Hirabayashi, Saori, Ohnishi, Akinori, Sasaki, Kaori, Sagawa, Tomoyuki, Hamada, Masayuki, Yamashita, Tatsuo
Publicado 2017

Unsupervised-learning-based method for chest MRI–CT transformation using structure constrained unsupervised generative attention networks

por Matsuo, Hidetoshi, Nishio, Mizuho, Nogami, Munenobu, Zeng, Feibi, Kurimoto, Takako, Kaushik, Sandeep, Wiesinger, Florian, Kono, Atsushi K., Murakami, Takamichi
Publicado 2022

Diagnostic accuracy of deep-learning with anomaly detection for a small amount of imbalanced data: discriminating malignant parotid tumors in MRI

por Matsuo, Hidetoshi, Nishio, Mizuho, Kanda, Tomonori, Kojita, Yasuyuki, Kono, Atsushi K., Hori, Masatoshi, Teshima, Masanori, Otsuki, Naoki, Nibu, Ken-ichi, Murakami, Takamichi
Publicado 2020

Automatic segmentation of uterine endometrial cancer on multi-sequence MRI using a convolutional neural network

por Kurata, Yasuhisa, Nishio, Mizuho, Moribata, Yusaku, Kido, Aki, Himoto, Yuki, Otani, Satoshi, Fujimoto, Koji, Yakami, Masahiro, Minamiguchi, Sachiko, Mandai, Masaki, Nakamoto, Yuji
Publicado 2021

Deep learning model for the automatic classification of COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy: a multi-center retrospective study

por Nishio, Mizuho, Kobayashi, Daigo, Nishioka, Eiko, Matsuo, Hidetoshi, Urase, Yasuyo, Onoue, Koji, Ishikura, Reiichi, Kitamura, Yuri, Sakai, Eiro, Tomita, Masaru, Hamanaka, Akihiro, Murakami, Takamichi
Publicado 2022

Automatic segmentation of bladder cancer on MRI using a convolutional neural network and reproducibility of radiomics features: a two-center study

por Moribata, Yusaku, Kurata, Yasuhisa, Nishio, Mizuho, Kido, Aki, Otani, Satoshi, Himoto, Yuki, Nishio, Naoko, Furuta, Akihiro, Onishi, Hiroyuki, Masui, Kimihiko, Kobayashi, Takashi, Nakamoto, Yuji
Publicado 2023

Computer-aided diagnosis of chest X-ray for COVID-19 diagnosis in external validation study by radiologists with and without deep learning system

por Miyazaki, Aki, Ikejima, Kengo, Nishio, Mizuho, Yabuta, Minoru, Matsuo, Hidetoshi, Onoue, Koji, Matsunaga, Takaaki, Nishioka, Eiko, Kono, Atsushi, Yamada, Daisuke, Oba, Ken, Ishikura, Reiichi, Murakami, Takamichi
Publicado 2023