Janne J. Näppi

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 20

Top Topics

Ct Colonography

Interstitial Lung

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Int. J. Comput. Assist. Radiol. Surg.

Medical Image Anal.

Publications

Mina Rezaei, Janne J. Näppi, Bernd Bischl, Hiroyuki Yoshida
Bayesian uncertainty estimation for detection of long-tail and unseen conditions in abdominal images. Medical Imaging: Computer-Aided Diagnosis (2022)
Tomoki Uemura, Janne J. Näppi, Chinatsu Watari, Tohru Kamiya, Hiroyuki Yoshida
Unsupervised survival prediction model from CT images of patients with COVID-19. Medical Imaging: Computer-Aided Diagnosis (2021)
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, Yasuji Ryu, Chinatsu Watari, Tohru Kamiya, Hiroyuki Yoshida
A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography. Int. J. Comput. Assist. Radiol. Surg. 16 (1) (2021)
Janne J. Näppi, Tomoki Uemura, Perry J. Pickhardt, David H. Kim, Hiroyuki Yoshida
3D deep learning for computer-aided detection of serrated polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis (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)
Janne J. Näppi, Tomoki Uemura, Se Hyung Kim, Hyoungseop Kim, Hiroyuki Yoshida
Comparative performance of 3D machine-learning and deep-learning models in the detection of small polyps in dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis (2020)
Mina Rezaei, Janne J. Näppi, Christoph Lippert, Christoph Meinel, Hiroyuki Yoshida
Generative multi-adversarial network for striking the right balance in abdominal image segmentation. Int. J. Comput. Assist. Radiol. Surg. 15 (11) (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)
Janne J. Näppi, Hiroyuki Yoshida
Cycle-consistent 3D-generative adversarial network for virtual bowel cleansing in CT colonography. Medical Imaging: Image Processing (2019)
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)
Rie Tachibana, Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
Electronic cleansing for dual-energy CT colonography based on material decomposition and virtual monochromatic imaging. Medical Imaging: Computer-Aided Diagnosis (2015)
Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida
Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis (2015)
Rie Tachibana, Janne J. Näppi, Hiroyuki Yoshida
Application of Pseudo-enhancement Correction to Virtual Monochromatic CT Colonography. ABDI@MICCAI (2014)
Janne J. Näppi, Rie Tachibana, Daniele Regge, Hiroyuki Yoshida
Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography. ABDI@MICCAI (2014)
Janne J. Näppi, Yasuji Ryu, Hiroyuki Yoshida
Progressive region-based colon extraction for computer-aided detection and quantitative imaging in cathartic and non-cathartic CT colonography. Medical Imaging: Computer-Aided Diagnosis (2014)
Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
Volumetric detection of flat lesions for minimal-preparation dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis (2013)
Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography. EMBC (2012)
Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
Automated detection of colorectal lesions with dual-energy CT colonography. Medical Imaging: Computer-Aided Diagnosis (2012)
Nisha I. Sainani, Janne J. Näppi, Dushyant V. Sahani, Hiroyuki Yoshida
Computer-aided detection of small bowel strictures in CT enterography. Medical Imaging: Computer-Aided Diagnosis (2011)
Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida
Probabilistic method for context-sensitive detection of polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2011)
Janne J. Näppi, Hans Frimmel, Abraham H. Dachman, Hiroyuki Yoshida
Computer-aided detection of polyps and masses for CT colonography. Medical Imaging: Image Processing (2003)
Hiroyuki Yoshida, Janne J. Näppi, Hans Frimmel, Abraham H. Dachman
Computer-aided diagnosis in CT colonography: detection of polyps based on geometric and texture features. Medical Imaging: Image Processing (2002)
Janne J. Näppi, Peter B. Dean, Olli Nevalainen, Sakari Toikkanen
Computerized diagnosis of breast calcifications using specimen radiography and simulated calcifications. Medical Imaging: Image Processing (1999)