Janne Näppi

Publication Activity (10 Years)

Years Active: 1998-2020
Publications (10 Years): 2

Top Topics

Bias Correction

Cancer Patients

Pulmonary Embolism

Top Venues

Medical Imaging: Computer-Aided Diagnosis

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

Publications

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
CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms. Int. J. Comput. Assist. Radiol. Surg. 15 (1) (2020)
Mina Rezaei, Tomoki Uemura, Janne Näppi, Hiroyuki Yoshida, Christoph Lippert, Christoph Meinel
Generative synthetic adversarial network for internal bias correction and handling class imbalance problem in medical image diagnosis. Medical Imaging: Computer-Aided Diagnosis (2020)
Janne Näppi, Synho Do, Hiroyuki Yoshida
Computer-Aided Detection of Colorectal Lesions with Super-Resolution CT Colonography: Pilot Evaluation. Abdominal Imaging (2013)
Yasuji Ryu, Janne Näppi, Minh Phan, Hiroyuki Yoshida
Computer-Aided Detection of Non-polypoid Flat Lesions in CT Colonography: Observer Performance Study. Abdominal Imaging (2013)
Synho Do, Janne Näppi, Hiroyuki Yoshida
Iterative Reconstruction for Ultra-Low-Dose Laxative-Free CT Colonography. Abdominal Imaging (2013)
Janne Näppi, Don C. Rockey, Daniele Regge, Hiroyuki Yoshida
Application of CT Acquisition Parameters as Features in Computer-Aided Detection for CT Colonography. Abdominal Imaging (2012)
Sang Ho Lee, Janne Näppi, Hiroyuki Yoshida
Comparative Performance of State-of-the-Art Classifiers in Computer-Aided Detection for CT Colonography. Abdominal Imaging (2012)
Janne Näppi, Masanori Imuta, Yasuyuki Yamashita, Hiroyuki Yoshida
Computer-Aided Detection for Ultra-Low-Dose CT Colonography. Abdominal Imaging (2012)
Janne Näppi, Se Hyung Kim, Hiroyuki Yoshida
Adaptive Volumetric Detection of Lesions for Minimal-Preparation Dual-Energy CT Colonography. Abdominal Imaging (2012)
Janne Näppi, Stefan Gryspeerdt, Philippe Lefere, Michael E. Zalis, Hiroyuki Yoshida
Automated Detection of Colorectal Lesions in Non-cathartic CT Colonography. Abdominal Imaging (2011)
Janne Näppi, Dushyant Sahani, Joel G. Fletcher, Hiroyuki Yoshida
Automated Detection and Diagnosis of Crohn's Disease in CT Enterography. Abdominal Imaging (2011)
Janne Näppi, Daniele Regge, Hiroyuki Yoshida
Ensemble Detection of Colorectal Lesions for CT Colonography. Abdominal Imaging (2011)
Janne Näppi, Daniele Regge, Hiroyuki Yoshida
Comparative Performance of Random Forest and Support Vector Machine Classifiers for Detection of Colorectal Lesions in CT Colonography. Abdominal Imaging (2011)
Mariette Awad, Yuichi Motai, Janne Näppi, Hiroyuki Yoshida
A Clinical Decision Support Framework for Incremental Polyps Classification in Virtual Colonoscopy. Algorithms 3 (1) (2010)
Nisha I. Sainani, Janne Näppi, Dushyant Sahani, Hiroyuki Yoshida
Computer-Aided Detection of Small Bowel Strictures for Emergency Radiology in CT Enterography. Virtual Colonoscopy and Abdominal Imaging (2010)
Janne Näppi, June-Goo Lee, Joel G. Fletcher, Hiroyuki Yoshida
Computer-Assisted Diagnosis for Quantitative Image-Based Analysis of Crohn's Disease in CT Enterography. Virtual Colonoscopy and Abdominal Imaging (2010)
Janne Näppi, Wenli Cai, Hiroyuki Yoshida
Computer-Aided Detection of Colorectal Lesions for Cathartic-Free CT Colonography. ISBI (2009)
Hiroyuki Yoshida, Janne Näppi, Wenli Cai
Computer-Aided Detection of Polyps in CT Colonography: Performance Evaluation in Comparison with Human Readers Based on Large Multicenter Clinical Trial Cases. ISBI (2009)
Janne Näppi, Hiroyuki Yoshida
Adaptive correction of the pseudo-enhancement of CT attenuation for fecal-tagging CT colonography. Medical Image Anal. 12 (4) (2008)
Wenli Cai, Hiroyuki Yoshida, Michael E. Zalis, Janne Näppi
Delineation of tagged region by use of local iso-surface roughness in electronic cleansing for CT colonography. Medical Imaging: Computer-Aided Diagnosis (2007)
Janne Näppi, Hiroyuki Yoshida, Michael E. Zalis, Wenli Cai, Philippe Lefere
Pseudo-enhancement correction for computer-aided detection in fecal-tagging CT colonography. Medical Imaging: Computer-Aided Diagnosis (2007)
Hiroyuki Yoshida, Janne Näppi
CAD in CT colonography without and with oral contrast agents: Progress and challenges. Comput. Medical Imaging Graph. 31 (4-5) (2007)
Janne Näppi, Hans Frimmel, Hiroyuki Yoshida
Centerline-based colon segmentation for CAD of CT colonography. Medical Imaging: Image Processing (2006)
Wenli Cai, Janne Näppi, Michael E. Zalis, Gordon J. Harris, Hiroyuki Yoshida
Digital bowel cleansing for computer-aided detection of polyps in fecal-tagging CT colonography. Medical Imaging: Image Processing (2006)
Janne Näppi, Hans Frimmel, Hiroyuki Yoshida
Virtual endoscopic visualization of the colon by shape-scale signatures. IEEE Trans. Inf. Technol. Biomed. 9 (1) (2005)
Janne Näppi, Hans Frimmel, Akihiko Okamura, Abraham H. Dachman, Hiroyuki Yoshida
Region-based supine-prone correspondence for reduction of false positives in CAD of CT colonography. CARS (2004)
Akihiko Okamura, Abraham H. Dachman, N. Parsad, Janne Näppi, Hiroyuki Yoshida
Evaluation of the effect of CAD on observers' performance in detection of polyps in CT colonography. CARS (2004)
Janne Näppi, Hans Frimmel, Abraham H. Dachman, Hiroyuki Yoshida
New high-performance CAD scheme for the detection of polyps in CT colonography. Medical Imaging: Image Processing (2004)
Janne Näppi, Peter B. Dean, Olli Nevalainen, Sakari Toikkanen
Algorithmic 3D simulation of breast calcifications for digital mammography. Comput. Methods Programs Biomed. 66 (1) (2001)
Hiroyuki Yoshida, Janne Näppi
Three-Dimensional Computer-Aided Diagnosis Scheme for Detection of Colonic Polyps. IEEE Trans. Medical Imaging 20 (12) (2001)
Janne Näppi, Abraham H. Dachman, P. M. MacEneaney, Hiroyuki Yoshida
Computer-aided detection of polyps in CT colonography: evaluation of volumetric features in differentiating polyps from false positives. CARS (2001)
Janne Näppi, Peter B. Dean, Tiina Ojala, Olli Nevalainen, Sakari Toikkanen
Precise Segmentation of Calcifications for Reliable Computerized Diagnosis. Digital Mammography / IWDM (1998)