Janne J. Näppi
Publications by Year
Research Areas
Colorectal Cancer Screening and Detection, Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Advanced X-ray and CT Imaging, Colorectal Cancer Surgical Treatments
Most-Cited Works
- → Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps(2001)344 cited
- → Computer-aided Diagnosis Scheme for Detection of Polyps at CT Colonography(2002)155 cited
- → Diagnostic Accuracy of Laxative-Free Computed Tomographic Colonography for Detection of Adenomatous Polyps in Asymptomatic Adults(2012)127 cited
- → Automated Detection of Polyps with CT Colonography(2002)106 cited
- → Massive‐training artificial neural network (MTANN) for reduction of false positives in computer‐aided detection of polyps: Suppression of rectal tubes(2006)103 cited
- → Mixture of expert 3D massive-training ANNs for reduction of multiple types of false positives in CAD for detection of polyps in CT colonography(2008)99 cited
- → Feature‐guided analysis for reduction of false positives in CAD of polyps for computed tomographic colonography(2003)88 cited
- → AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer‐aided diagnosis in medical imaging(2022)86 cited
- → Fully Automated Three-Dimensional Detection of Polyps in Fecal-Tagging CT Colonography(2007)86 cited
- → Accurate segmentation of the breast region from digitized mammograms(2001)83 cited