Janne Näppi
Orcid: 0000-0002-0108-0992
According to our database1,
Janne Näppi
authored at least 65 papers
between 1998 and 2022.
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Bibliography
2022
Bayesian uncertainty estimation for detection of long-tail and unseen conditions in abdominal images.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
2021
Weakly unsupervised conditional generative adversarial network for image-based prognostic prediction for COVID-19 patients based on chest CT.
Medical Image Anal., 2021
A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography.
Int. J. Comput. Assist. Radiol. Surg., 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
Generative multi-adversarial network for striking the right balance in abdominal image segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2020
CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms.
Int. J. Comput. Assist. Radiol. Surg., 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Comparative performance of 3D-DenseNet, 3D-ResNet, and 3D-VGG models in polyp detection for CT colonography.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Generative synthetic adversarial network for internal bias correction and handling class imbalance problem in medical image diagnosis.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Comparative performance of 3D machine-learning and deep-learning models in the detection of small polyps in dual-energy CT colonography.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Cycle-consistent 3D-generative adversarial network for virtual bowel cleansing in CT colonography.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Ensemble 3D residual network (E3D-ResNet) for reduction of false-positive polyp detections in CT colonography.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
2018
Deep radiomic prediction with clinical predictors of the survival in patients with rheumatoid arthritis-associated interstitial lung diseases.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Detection of colorectal masses in CT colonography: application of deep residual networks for differentiating masses from normal colon anatomy.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2017
Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Deep multi-spectral ensemble learning for electronic cleansing in dual-energy CT colonography.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Electronic cleansing for CT colonography using spectral-driven iterative reconstruction.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
2015
Electronic cleansing for dual-energy CT colonography based on material decomposition and virtual monochromatic imaging.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Application of Pseudo-enhancement Correction to Virtual Monochromatic CT Colonography.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Progressive region-based colon extraction for computer-aided detection and quantitative imaging in cathartic and non-cathartic CT colonography.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014
2013
Computer-Aided Detection of Non-polypoid Flat Lesions in CT Colonography: Observer Performance Study.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Computer-Aided Detection of Colorectal Lesions with Super-Resolution CT Colonography: Pilot Evaluation.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Volumetric detection of flat lesions for minimal-preparation dual-energy CT colonography.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
Application of CT Acquisition Parameters as Features in Computer-Aided Detection for CT Colonography.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Adaptive Volumetric Detection of Lesions for Minimal-Preparation Dual-Energy CT Colonography.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Comparative Performance of State-of-the-Art Classifiers in Computer-Aided Detection for CT Colonography.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012
Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011
Comparative Performance of Random Forest and Support Vector Machine Classifiers for Detection of Colorectal Lesions in CT Colonography.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
2010
A Clinical Decision Support Framework for Incremental Polyps Classification in Virtual Colonoscopy.
Algorithms, 2010
Computer-Aided Detection of Small Bowel Strictures for Emergency Radiology in CT Enterography.
Proceedings of the Virtual Colonoscopy and Abdominal Imaging. Computational Challenges and Clinical Opportunities, 2010
Computer-Assisted Diagnosis for Quantitative Image-Based Analysis of Crohn's Disease in CT Enterography.
Proceedings of the Virtual Colonoscopy and Abdominal Imaging. Computational Challenges and Clinical Opportunities, 2010
2009
Computer-Aided Detection of Polyps in CT Colonography: Performance Evaluation in Comparison with Human Readers Based on Large Multicenter Clinical Trial Cases.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Adaptive correction of the pseudo-enhancement of CT attenuation for fecal-tagging CT colonography.
Medical Image Anal., 2008
2007
CAD in CT colonography without and with oral contrast agents: Progress and challenges.
Comput. Medical Imaging Graph., 2007
Pseudo-enhancement correction for computer-aided detection in fecal-tagging CT colonography.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007
Delineation of tagged region by use of local iso-surface roughness in electronic cleansing for CT colonography.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007
2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Digital bowel cleansing for computer-aided detection of polyps in fecal-tagging CT colonography.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
IEEE Trans. Inf. Technol. Biomed., 2005
2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Evaluation of the effect of CAD on observers' performance in detection of polyps in CT colonography.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
Region-based supine-prone correspondence for reduction of false positives in CAD of CT colonography.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
Computer-aided diagnosis in CT colonography: detection of polyps based on geometric and texture features.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
2001
IEEE Trans. Medical Imaging, 2001
Comput. Methods Programs Biomed., 2001
Computer-aided detection of polyps in CT colonography: evaluation of volumetric features in differentiating polyps from false positives.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
1999
Computerized diagnosis of breast calcifications using specimen radiography and simulated calcifications.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1998
Proceedings of the Digital Mammography, 1998