Improved Colon Navigation for Efficient Polyp Detection in Virtual Colonoscopy

被引:0
|
作者
Ismail, Marwa [1 ]
Farag, Aly [1 ]
Hassouna, M. Sabry [2 ]
Dryden, Gerald [3 ]
Falk, Robert [4 ]
机构
[1] Univ Louisville, CVIP Lab, Brook St, Louisville, KY 40292 USA
[2] Vital Images, Minneapolis, MN 55343 USA
[3] Univ Louisville, Div Gastroenterol & Hepatol, Louisville, KY 40292 USA
[4] Jewish Hosp, Med Imaging, Louisville, KY 40202 USA
关键词
Colonoscopy; fly-through; fly-over; polyps; normal; distortion; centerline rotation; VISUALIZATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Colon cancer is a leading cause of death in the world and its early diagnosis highly increases the chances of survival. Virtual colonoscopy is a widely spreading technology that is used for polyp detection, the primary cause of colon cancer. This paper revisits an existing virtual colonoscopy technique, called Fly-over. It splits the colon into two halves along its centerline and assigns a camera to each half for navigation. While cutting the colon along its centerline increases the possibility of having missed polyps, the technique is revisited here and the cutting framework is changed, which improved the rate of detection. Clinical validation was assessed by testing the navigation technique on several cases of real and synthetic challenging polyps versus other techniques. Fly-over technique provides efficient polyp detection of up to 100% with the least distortion rate.
引用
收藏
页码:117 / 125
页数:9
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