Machine learning techniques to detect bleeding frame and area in wireless capsule endoscopy video

• Main Authors: Ashok Vajravelu, Ashok Vajravelu, K.S. Tamil Selvan, K.S. Tamil Selvan, Abdul Jamil, Muhammad Mahadi, Anitha Jude, Anitha Jude, Isabel de la Torre Diez, Isabel de la Torre Diez
• Format: Article
• Language: English
• Published: IOS Press 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/10204/1/J15680_b5b5a9ffedc5b53bec21607394f04dc4.pdf; http://eprints.uthm.edu.my/10204/; https://doi.org/10.3233/JIFS-213099

Wireless Capsule Endoscopy (WCE) allows direct visual inspecting of the full digestive system of the patient without invasion and pain, at the price of a long examination by physicians of a large number of photographs. This research presents a new approach to color extraction to differentiate bleed...