Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps.

Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps.

We have developed a three-dimensional (3-D) computer-aided diagnosis scheme for automated detection of colonic polyps in computed tomography (CT) colonographic data sets, and assessed its performance based on colonoscopy as the gold standard. In this scheme, a thick region encompassing the entire co...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τόπος έκδοσης:IEEE Transactions on medical imaging 20, 12 (2001).
Κύριος συγγραφέας: Yoshida, H.
Μορφή: Άρθρο
Γλώσσα:English
Θέματα:
Clinical cases.
Clinically acceptable high sensitivity.
Colonic polyps detection.
Computerized scheme.
Discriminant analysis.
Extracted colon.
False-positive detections.
Feature space.
Fuzzy clustering.
Geometric features.
Hysteresis thresholding.
Isotropic volume.
Medical diagnostic imaging.
Suspicious regions.
Three-dimensional computer-aided diagnosis scheme.
Virtual colonoscopy.
Volumetric features.
Voxel.