Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography. - Janne J. Näppi; Toru Hironaka; Daniele Regge; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2016)

Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography. - Rie Tachibana; Naja Kohlhase; Janne J. Näppi; Toru Hironaka; Junko Ota; Takayuki Ishida; Daniele Regge; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2016)

Deep learning for electronic cleansing in dual-energy CT colonography. - Rie Tachibana; Janne J. Näppi; Toru Hironaka; Se Hyung Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2016)

Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography. - Janne J. Näppi; Perry J. Pickhardt; David H. Kim; Toru Hironaka; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2017)

Electronic cleansing for CT colonography using spectral-driven iterative reconstruction. - Radin A. Nasirudin; Janne J. Näppi; Toru Hironaka; Rie Tachibana; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2017)

Deep multi-spectral ensemble learning for electronic cleansing in dual-energy CT colonography. - Rie Tachibana; Janne J. Näppi; Toru Hironaka; Se Hyung Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2017)

Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography. - Kensuke Umehara; Janne J. Näppi; Toru Hironaka; Daniele Regge; Takayuki Ishida; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2017)

Detection of colorectal masses in CT colonography: application of deep residual networks for differentiating masses from normal colon anatomy. - Janne J. Näppi; Toru Hironaka; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2018)

Deep radiomic prediction with clinical predictors of the survival in patients with rheumatoid arthritis-associated interstitial lung diseases. - Radin A. Nasirudin; Janne J. Näppi; Chinatsu Watari; Mikio Matsuhiro; Toru Hironaka; Shoji Kido; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2018)

Ensemble 3D residual network (E3D-ResNet) for reduction of false-positive polyp detections in CT colonography. - Tomoki Uemura; Janne J. Näppi; Huimin Lu 001; Hyoungseop Kim; Rie Tachibana; Toru Hironaka; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2019)

Comparative performance of 3D-DenseNet, 3D-ResNet, and 3D-VGG models in polyp detection for CT colonography. - Tomoki Uemura; Janne J. Näppi; Toru Hironaka; Hyoungseop Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2020)

U-radiomics for predicting survival of patients with idiopathic pulmonary fibrosis. - Tomoki Uemura; Chinatsu Watari; Janne J. Näppi; Toru Hironaka; Hyoungseop Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2020)

Weakly unsupervised conditional generative adversarial network for image-based prognostic prediction for COVID-19 patients based on chest CT. - Tomoki Uemura; Janne J. Näppi; Chinatsu Watari; Toru Hironaka; Tohru Kamiya; Hiroyuki Yoshida (Medical Image Anal., 2021)