Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model
نویسندگان
چکیده
منابع مشابه
Bleeding and Ulcer Detection Using Wireless Capsule Endoscopy Images
Wireless capsule endoscopes (WCEs) have been used widely to detect abnormalities inside regions of the small intestine that are not accessible when using traditional endoscopy techniques. However, an experienced clinician must spend an average of 2 hours to view and analyze the approximately 60,000 images produced during one examination. Therefore, developing a computeraided system for processi...
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Wireless Capsule Endoscopy (WCE) is one of the latest technologies that has evolved in the area of medical endoscopy. The far old endoscopy techniques such as colonoscopy push enteroscopy and intraoperative enteroscopy helped doctors to visualize up to stomach, from the upper part and terminal ileum and colon from the bottom. There exists no method to view most of the small intestine without su...
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Wireless capsule endoscopy (WCE) has revolutionized the diagnosis and treatment of gastrointestinal tract, especially the small intestine where traditional endoscopies can not reach. However, this new technology leads to the inspection of a large number of images, which is a time consuming process and also too hard by naked eyes for doctors. In this article we propose a new computerized method ...
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The wireless capsule endoscopy (WCE), is an imaging technology which is recently established and doesn’t require any wired device. This device detects abnormalities in GI tract i.e.( colon, esophagus, small intestine and stomach). A WCE video consists of 57000 images. It is very hard to examine by clinicians. To determine bleeding images out of fifty seven thousand WCE images makes the task ver...
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2021
ISSN: 2169-3536
DOI: 10.1109/access.2021.3061592