Toru Hironaka

13 papers Journal 1Unranked 12
YearRankTypeTitle / Venue / Authors
2021 J jnl
Weakly unsupervised conditional generative adversarial network for image-based prognostic prediction for COVID-19 patients based on chest CT.
Medical Image Anal.
Tomoki Uemura, Janne J. Näppi, Chinatsu Watari, Toru Hironaka, Tohru Kamiya, Hiroyuki Yoshida
2020 — conf
Comparative performance of 3D-DenseNet, 3D-ResNet, and 3D-VGG models in polyp detection for CT colonography.
Computer-Aided Diagnosis
Tomoki Uemura, Janne J. Näppi, Toru Hironaka, Hyoungseop Kim, Hiroyuki Yoshida
2020 — conf
U-radiomics for predicting survival of patients with idiopathic pulmonary fibrosis.
Computer-Aided Diagnosis
Tomoki Uemura, Chinatsu Watari, Janne J. Näppi, Toru Hironaka, Hyoungseop Kim, Hiroyuki Yoshida
2019 — conf
Ensemble 3D residual network (E3D-ResNet) for reduction of false-positive polyp detections in CT colonography.
Computer-Aided Diagnosis
Tomoki Uemura, Janne J. Näppi, Huimin Lu, Hyoungseop Kim, Rie Tachibana, Toru Hironaka, Hiroyuki Yoshida
2018 — conf
Deep radiomic prediction with clinical predictors of the survival in patients with rheumatoid arthritis-associated interstitial lung diseases.
Computer-Aided Diagnosis
Radin A. Nasirudin, Janne J. Näppi, Chinatsu Watari, Mikio Matsuhiro, Toru Hironaka, Shoji Kido, Hiroyuki Yoshida
2018 — conf
Detection of colorectal masses in CT colonography: application of deep residual networks for differentiating masses from normal colon anatomy.
Computer-Aided Diagnosis
Janne J. Näppi, Toru Hironaka, Hiroyuki Yoshida
2017 — conf
Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography.
Computer-Aided Diagnosis
Kensuke Umehara, Janne J. Näppi, Toru Hironaka, Daniele Regge, Takayuki Ishida, Hiroyuki Yoshida
2017 — conf
Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography.
Computer-Aided Diagnosis
Janne J. Näppi, Perry J. Pickhardt, David H. Kim, Toru Hironaka, Hiroyuki Yoshida
2017 — conf
Deep multi-spectral ensemble learning for electronic cleansing in dual-energy CT colonography.
Computer-Aided Diagnosis
Rie Tachibana, Janne J. Näppi, Toru Hironaka, Se Hyung Kim, Hiroyuki Yoshida
2017 — conf
Electronic cleansing for CT colonography using spectral-driven iterative reconstruction.
Computer-Aided Diagnosis
Radin A. Nasirudin, Janne J. Näppi, Toru Hironaka, Rie Tachibana, Hiroyuki Yoshida
2016 — conf
Deep learning for electronic cleansing in dual-energy CT colonography.
Computer-Aided Diagnosis
Rie Tachibana, Janne J. Näppi, Toru Hironaka, Se Hyung Kim, Hiroyuki Yoshida
2016 — conf
Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography.
Computer-Aided Diagnosis
Janne J. Näppi, Toru Hironaka, Daniele Regge, Hiroyuki Yoshida
2016 — conf
Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography.
Computer-Aided Diagnosis
Rie Tachibana, Naja Kohlhase, Janne J. Näppi, Toru Hironaka, Junko Ota, Takayuki Ishida, Daniele Regge, Hiroyuki Yoshida