Literature DB >> 20473667

Sources of false positives in computer-assisted CT colonography.

Janne J Näppi1, Koichi Nagata.   

Abstract

The application of computer-aided detection (CAD) is expected to improve reader sensitivity and to reduce inter-observer variance in computed tomographic (CT) colonography. However, current CAD systems display a large number of false-positive (FP) detections. The reviewing of a large number of FP CAD detections increases interpretation time, and it may also reduce the specificity and/or sensitivity of a computer-assisted reader. Therefore, it is important to be aware of the patterns and pitfalls of FP CAD detections. This pictorial essay reviews common sources of FP CAD detections that have been observed in the literature and in our experiments in computer-assisted CT colonography. Also the recommended computer-assisted reading technique is described.

Mesh:

Year:  2011        PMID: 20473667     DOI: 10.1007/s00261-010-9625-5

Source DB:  PubMed          Journal:  Abdom Imaging        ISSN: 0942-8925


  5 in total

1.  Evaluation of computer-aided detection and diagnosis systems.

Authors:  Nicholas Petrick; Berkman Sahiner; Samuel G Armato; Alberto Bert; Loredana Correale; Silvia Delsanto; Matthew T Freedman; David Fryd; David Gur; Lubomir Hadjiiski; Zhimin Huo; Yulei Jiang; Lia Morra; Sophie Paquerault; Vikas Raykar; Frank Samuelson; Ronald M Summers; Georgia Tourassi; Hiroyuki Yoshida; Bin Zheng; Chuan Zhou; Heang-Ping Chan
Journal:  Med Phys       Date:  2013-08       Impact factor: 4.071

Review 2.  CT colonography with computer-aided detection: recognizing the causes of false-positive reader results.

Authors:  Igor Trilisky; Kristen Wroblewski; Michael W Vannier; John M Horne; Abraham H Dachman
Journal:  Radiographics       Date:  2014 Nov-Dec       Impact factor: 5.333

3.  Time-efficient CT colonography interpretation using an advanced image-gallery-based, computer-aided "first-reader" workflow for the detection of colorectal adenomas.

Authors:  Thomas Mang; Gerardo Hermosillo; Matthias Wolf; Luca Bogoni; Marcos Salganicoff; Vikas Raykar; Helmut Ringl; Michael Weber; Christina Mueller-Mang; Anno Graser
Journal:  Eur Radiol       Date:  2012-08-18       Impact factor: 5.315

4.  Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography.

Authors:  Janne J Näppi; Se Hyung Kim; Hiroyuki Yoshida
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2012

5.  Probabilistic method for context-sensitive detection of polyps in CT colonography.

Authors:  Janne J Näppi; Daniele Regge; Hiroyuki Yoshida
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2011-03-04
  5 in total

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