Janne J. Näppi

34 papers B 4Journal 3Unranked 26

Year	Rank	Type	Title / Venue / Authors
2022	—	`conf`	Bayesian uncertainty estimation for detection of long-tail and unseen conditions in abdominal images. Computer-Aided Diagnosis Mina Rezaei, Janne J. Näppi, Bernd Bischl, Hiroyuki Yoshida
2021	—	`conf`	3D deep learning for computer-aided detection of serrated polyps in CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Tomoki Uemura, Perry J. Pickhardt, David H. Kim, Hiroyuki Yoshida
2021	J	`jnl`	A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography. Int. J. Comput. Assist. Radiol. Surg. Tomoki Uemura, Janne J. Näppi, Yasuji Ryu, Chinatsu Watari, Tohru Kamiya, Hiroyuki Yoshida
2021	—	`conf`	Unsupervised survival prediction model from CT images of patients with COVID-19. Computer-Aided Diagnosis Tomoki Uemura, Janne J. Näppi, Chinatsu Watari, Tohru Kamiya, Hiroyuki Yoshida
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 machine-learning and deep-learning models in the detection of small polyps in dual-energy CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Tomoki Uemura, Se Hyung Kim, Hyoungseop Kim, 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	J	`jnl`	Generative multi-adversarial network for striking the right balance in abdominal image segmentation. Int. J. Comput. Assist. Radiol. Surg. Mina Rezaei, Janne J. Näppi, Christoph Lippert, Christoph Meinel, 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	B	`conf`	Cycle-consistent 3D-generative adversarial network for virtual bowel cleansing in CT colonography. Image Processing Janne J. Näppi, 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
2015	—	`conf`	Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida
2015	—	`conf`	Electronic cleansing for dual-energy CT colonography based on material decomposition and virtual monochromatic imaging. Computer-Aided Diagnosis Rie Tachibana, Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
2014	—	`ed.`	Abdominal Imaging. Computational and Clinical Applications, 6th International Workshop, ABDI 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 14, 2014. ABDI@MICCAI Hiroyuki Yoshida, Janne J. Näppi, Sanjay Saini
2014	—	`conf`	Application of Pseudo-enhancement Correction to Virtual Monochromatic CT Colonography. ABDI@MICCAI Rie Tachibana, Janne J. Näppi, Hiroyuki Yoshida
2014	—	`conf`	Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography. ABDI@MICCAI Janne J. Näppi, Rie Tachibana, Daniele Regge, Hiroyuki Yoshida
2014	—	`conf`	Progressive region-based colon extraction for computer-aided detection and quantitative imaging in cathartic and non-cathartic CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Yasuji Ryu, Hiroyuki Yoshida
2013	—	`conf`	Volumetric detection of flat lesions for minimal-preparation dual-energy CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
2012	—	`conf`	Automated detection of colorectal lesions with dual-energy CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
2012	—	`conf`	Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography. EMBC Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida
2011	—	`conf`	Computer-aided detection of small bowel strictures in CT enterography. Computer-Aided Diagnosis Nisha I. Sainani, Janne J. Näppi, Dushyant V. Sahani, Hiroyuki Yoshida
2011	—	`conf`	Probabilistic method for context-sensitive detection of polyps in CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Daniele Regge, Hiroyuki Yoshida
2003	B	`conf`	Computer-aided detection of polyps and masses for CT colonography. Image Processing Janne J. Näppi, Hans Frimmel, Abraham H. Dachman, Hiroyuki Yoshida
2002	B	`conf`	Computer-aided diagnosis in CT colonography: detection of polyps based on geometric and texture features. Image Processing Hiroyuki Yoshida, Janne J. Näppi, Hans Frimmel, Abraham H. Dachman
1999	B	`conf`	Computerized diagnosis of breast calcifications using specimen radiography and simulated calcifications. Image Processing Janne J. Näppi, Peter B. Dean, Olli Nevalainen, Sakari Toikkanen