Precise Segmentation of Calcifications for Reliable Computerized Diagnosis. - Janne Näppi; Peter B. Dean; Tiina Ojala; Olli Nevalainen; Sakari Toikkanen (Digital Mammography / IWDM, 1998)

Computerized diagnosis of breast calcifications using specimen radiography and simulated calcifications. - Janne J. Näppi; Peter B. Dean; Olli Nevalainen; Sakari Toikkanen (Image Processing, 1999)

Computer-aided detection of polyps in CT colonography: evaluation of volumetric features in differentiating polyps from false positives. - Janne Näppi; Abraham H. Dachman; P. M. MacEneaney; Hiroyuki Yoshida (CARS, 2001)

Algorithmic 3D simulation of breast calcifications for digital mammography. - Janne Näppi; Peter B. Dean; Olli Nevalainen; Sakari Toikkanen (Comput. Methods Programs Biomed., 2001)

Three-Dimensional Computer-Aided Diagnosis Scheme for Detection of Colonic Polyps. - Hiroyuki Yoshida; Janne Näppi (IEEE Trans. Medical Imaging, 2001)

Computer-aided diagnosis in CT colonography: detection of polyps based on geometric and texture features. - Hiroyuki Yoshida; Janne J. Näppi; Hans Frimmel; Abraham H. Dachman (Image Processing, 2002)

Computer-aided detection of polyps and masses for CT colonography. - Janne J. Näppi; Hans Frimmel; Abraham H. Dachman; Hiroyuki Yoshida (Image Processing, 2003)

Region-based supine-prone correspondence for reduction of false positives in CAD of CT colonography. - Janne Näppi; Hans Frimmel; Akihiko Okamura; Abraham H. Dachman; Hiroyuki Yoshida (CARS, 2004)

Evaluation of the effect of CAD on observers' performance in detection of polyps in CT colonography. - Akihiko Okamura; Abraham H. Dachman; N. Parsad; Janne Näppi; Hiroyuki Yoshida (CARS, 2004)

New high-performance CAD scheme for the detection of polyps in CT colonography. - Janne Näppi; Hans Frimmel; Abraham H. Dachman; Hiroyuki Yoshida (Image Processing, 2004)

Virtual endoscopic visualization of the colon by shape-scale signatures. - Janne Näppi; Hans Frimmel; Hiroyuki Yoshida (IEEE Trans. Inf. Technol. Biomed., 2005)

Digital bowel cleansing for computer-aided detection of polyps in fecal-tagging CT colonography. - Wenli Cai; Janne Näppi; Michael E. Zalis; Gordon J. Harris; Hiroyuki Yoshida (Image Processing, 2006)

Centerline-based colon segmentation for CAD of CT colonography. - Janne Näppi; Hans Frimmel; Hiroyuki Yoshida (Image Processing, 2006)

Delineation of tagged region by use of local iso-surface roughness in electronic cleansing for CT colonography. - Wenli Cai; Hiroyuki Yoshida; Michael E. Zalis; Janne Näppi (Computer-Aided Diagnosis, 2007)

Pseudo-enhancement correction for computer-aided detection in fecal-tagging CT colonography. - Janne Näppi; Hiroyuki Yoshida; Michael E. Zalis; Wenli Cai; Philippe Lefere (Computer-Aided Diagnosis, 2007)

CAD in CT colonography without and with oral contrast agents: Progress and challenges. - Hiroyuki Yoshida; Janne Näppi (Comput. Medical Imaging Graph., 2007)

Adaptive correction of the pseudo-enhancement of CT attenuation for fecal-tagging CT colonography. - Janne Näppi; Hiroyuki Yoshida (Medical Image Anal., 2008)

Computer-Aided Detection of Colorectal Lesions for Cathartic-Free CT Colonography. - Janne Näppi; Wenli Cai; Hiroyuki Yoshida (ISBI, 2009)

Computer-Aided Detection of Polyps in CT Colonography: Performance Evaluation in Comparison with Human Readers Based on Large Multicenter Clinical Trial Cases. - Hiroyuki Yoshida; Janne Näppi; Wenli Cai (ISBI, 2009)

Computer-Assisted Diagnosis for Quantitative Image-Based Analysis of Crohn's Disease in CT Enterography. - Janne Näppi; June-Goo Lee; Joel G. Fletcher; Hiroyuki Yoshida (Virtual Colonoscopy and Abdominal Imaging, 2010)

Computer-Aided Detection of Small Bowel Strictures for Emergency Radiology in CT Enterography. - Nisha I. Sainani; Janne Näppi; Dushyant Sahani; Hiroyuki Yoshida (Virtual Colonoscopy and Abdominal Imaging, 2010)

A Clinical Decision Support Framework for Incremental Polyps Classification in Virtual Colonoscopy. - Mariette Awad; Yuichi Motai; Janne Näppi; Hiroyuki Yoshida (Algorithms, 2010)

Probabilistic method for context-sensitive detection of polyps in CT colonography. - Janne J. Näppi; Daniele Regge; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2011)

Computer-aided detection of small bowel strictures in CT enterography. - Nisha I. Sainani; Janne J. Näppi; Dushyant V. Sahani; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2011)

Automated Detection of Colorectal Lesions in Non-cathartic CT Colonography. - Janne Näppi; Stefan Gryspeerdt; Philippe Lefere; Michael E. Zalis; Hiroyuki Yoshida (Abdominal Imaging, 2011)

Comparative Performance of Random Forest and Support Vector Machine Classifiers for Detection of Colorectal Lesions in CT Colonography. - Janne Näppi; Daniele Regge; Hiroyuki Yoshida (Abdominal Imaging, 2011)

Ensemble Detection of Colorectal Lesions for CT Colonography. - Janne Näppi; Daniele Regge; Hiroyuki Yoshida (Abdominal Imaging, 2011)

Automated Detection and Diagnosis of Crohn's Disease in CT Enterography. - Janne Näppi; Dushyant Sahani; Joel G. Fletcher; Hiroyuki Yoshida (Abdominal Imaging, 2011)

Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography. - Janne J. Näppi; Se Hyung Kim; Hiroyuki Yoshida (EMBC, 2012)

Automated detection of colorectal lesions with dual-energy CT colonography. - Janne J. Näppi; Se Hyung Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2012)

Comparative Performance of State-of-the-Art Classifiers in Computer-Aided Detection for CT Colonography. - Sang Ho Lee 001; Janne Näppi; Hiroyuki Yoshida (Abdominal Imaging, 2012)

Computer-Aided Detection for Ultra-Low-Dose CT Colonography. - Janne Näppi; Masanori Imuta; Yasuyuki Yamashita; Hiroyuki Yoshida (Abdominal Imaging, 2012)

Adaptive Volumetric Detection of Lesions for Minimal-Preparation Dual-Energy CT Colonography. - Janne Näppi; Se Hyung Kim; Hiroyuki Yoshida (Abdominal Imaging, 2012)

Application of CT Acquisition Parameters as Features in Computer-Aided Detection for CT Colonography. - Janne Näppi; Don C. Rockey; Daniele Regge; Hiroyuki Yoshida (Abdominal Imaging, 2012)

Volumetric detection of flat lesions for minimal-preparation dual-energy CT colonography. - Janne J. Näppi; Se Hyung Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2013)

Iterative Reconstruction for Ultra-Low-Dose Laxative-Free CT Colonography. - Synho Do; Janne Näppi; Hiroyuki Yoshida (Abdominal Imaging, 2013)

Computer-Aided Detection of Colorectal Lesions with Super-Resolution CT Colonography: Pilot Evaluation. - Janne Näppi; Synho Do; Hiroyuki Yoshida (Abdominal Imaging, 2013)

Computer-Aided Detection of Non-polypoid Flat Lesions in CT Colonography: Observer Performance Study. - Yasuji Ryu; Janne Näppi; Minh Phan; Hiroyuki Yoshida (Abdominal Imaging, 2013)

Progressive region-based colon extraction for computer-aided detection and quantitative imaging in cathartic and non-cathartic CT colonography. - Janne J. Näppi; Yasuji Ryu; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2014)

Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography. - Janne J. Näppi; Rie Tachibana; Daniele Regge; Hiroyuki Yoshida (ABDI@MICCAI, 2014)

Application of Pseudo-enhancement Correction to Virtual Monochromatic CT Colonography. - Rie Tachibana; Janne J. Näppi; Hiroyuki Yoshida (ABDI@MICCAI, 2014)

Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography. - Janne J. Näppi; Daniele Regge; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2015)

Electronic cleansing for dual-energy CT colonography based on material decomposition and virtual monochromatic imaging. - Rie Tachibana; Janne J. Näppi; Se Hyung Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2015)

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)

Cycle-consistent 3D-generative adversarial network for virtual bowel cleansing in CT colonography. - Janne J. Näppi; Hiroyuki Yoshida (Image Processing, 2019)

Comparative performance of 3D machine-learning and deep-learning models in the detection of small polyps in dual-energy CT colonography. - Janne J. Näppi; Tomoki Uemura; Se Hyung Kim; Hyoungseop Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2020)

Generative synthetic adversarial network for internal bias correction and handling class imbalance problem in medical image diagnosis. - Mina Rezaei; Tomoki Uemura; Janne Näppi; Hiroyuki Yoshida; Christoph Lippert; Christoph Meinel (Computer-Aided Diagnosis, 2020)

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)

CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms. - José Raniery Ferreira Jr.; Marcel Koenigkam-Santos; Ariane Priscilla Magalhães Tenório; Matheus Calil Faleiros; Federico Enrique Garcia Cipriano; Alexandre Todorovic Fabro; Janne Näppi; Hiroyuki Yoshida; Paulo Mazzoncini de Azevedo Marques (Int. J. Comput. Assist. Radiol. Surg., 2020)

Generative multi-adversarial network for striking the right balance in abdominal image segmentation. - Mina Rezaei; Janne J. Näppi; Christoph Lippert; Christoph Meinel; Hiroyuki Yoshida (Int. J. Comput. Assist. Radiol. Surg., 2020)

3D deep learning for computer-aided detection of serrated polyps in CT colonography. - Janne J. Näppi; Tomoki Uemura; Perry J. Pickhardt; David H. Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2021)

Unsupervised survival prediction model from CT images of patients with COVID-19. - Tomoki Uemura; Janne J. Näppi; Chinatsu Watari; Tohru Kamiya; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2021)

A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography. - Tomoki Uemura; Janne J. Näppi; Yasuji Ryu; Chinatsu Watari; Tohru Kamiya; Hiroyuki Yoshida (Int. J. Comput. Assist. Radiol. Surg., 2021)

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)

Bayesian uncertainty estimation for detection of long-tail and unseen conditions in abdominal images. - Mina Rezaei; Janne J. Näppi; Bernd Bischl; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2022)