Toru Hironaka

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 13

Top Topics

Interstitial Lung

Computer Aided Detection

Ct Colonography

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Image Anal.

Publications

Tomoki Uemura, Janne J. Näppi, Chinatsu Watari, Toru Hironaka, Tohru Kamiya, Hiroyuki Yoshida
Weakly unsupervised conditional generative adversarial network for image-based prognostic prediction for COVID-19 patients based on chest CT. Medical Image Anal. 73 (2021)
Tomoki Uemura, Janne J. Näppi, Toru Hironaka, Hyoungseop Kim, Hiroyuki Yoshida
Comparative performance of 3D-DenseNet, 3D-ResNet, and 3D-VGG models in polyp detection for CT colonography. Medical Imaging: Computer-Aided Diagnosis (2020)
Tomoki Uemura, Chinatsu Watari, Janne J. Näppi, Toru Hironaka, Hyoungseop Kim, Hiroyuki Yoshida
U-radiomics for predicting survival of patients with idiopathic pulmonary fibrosis. Medical Imaging: Computer-Aided Diagnosis (2020)
Tomoki Uemura, Janne J. Näppi, Huimin Lu, Hyoungseop Kim, Rie Tachibana, Toru Hironaka, Hiroyuki Yoshida
Ensemble 3D residual network (E3D-ResNet) for reduction of false-positive polyp detections in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2019)
Janne J. Näppi, Toru Hironaka, Hiroyuki Yoshida
Detection of colorectal masses in CT colonography: application of deep residual networks for differentiating masses from normal colon anatomy. Medical Imaging: Computer-Aided Diagnosis (2018)
Radin A. Nasirudin, Janne J. Näppi, Chinatsu Watari, Mikio Matsuhiro, Toru Hironaka, Shoji Kido, Hiroyuki Yoshida
Deep radiomic prediction with clinical predictors of the survival in patients with rheumatoid arthritis-associated interstitial lung diseases. Medical Imaging: Computer-Aided Diagnosis (2018)
Rie Tachibana, Janne J. Näppi, Toru Hironaka, Se Hyung Kim, Hiroyuki Yoshida
Deep multi-spectral ensemble learning for electronic cleansing in dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis (2017)
Kensuke Umehara, Janne J. Näppi, Toru Hironaka, Daniele Regge, Takayuki Ishida, Hiroyuki Yoshida
Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2017)
Radin A. Nasirudin, Janne J. Näppi, Toru Hironaka, Rie Tachibana, Hiroyuki Yoshida
Electronic cleansing for CT colonography using spectral-driven iterative reconstruction. Medical Imaging: Computer-Aided Diagnosis (2017)
Janne J. Näppi, Perry J. Pickhardt, David H. Kim, Toru Hironaka, Hiroyuki Yoshida
Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2017)
Janne J. Näppi, Toru Hironaka, Daniele Regge, Hiroyuki Yoshida
Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2016)
Rie Tachibana, Naja Kohlhase, Janne J. Näppi, Toru Hironaka, Junko Ota, Takayuki Ishida, Daniele Regge, Hiroyuki Yoshida
Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis (2016)
Rie Tachibana, Janne J. Näppi, Toru Hironaka, Se Hyung Kim, Hiroyuki Yoshida
Deep learning for electronic cleansing in dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis (2016)