Computer-Aided Analysis of Gastrointestinal Videos /

This book opens with an introduction to the main purpose and tasks of the GIANA challenge, as well as a summary and an analysis of the results and performance obtained by the 20 participating teams. The early and accurate diagnosis of gastrointestinal diseases is critical for increasing the chances...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Bernal, Jorge (Editor), Histace, Aymeric (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Subjects:	Optical data processing. Machine learning. Radiology. Image Processing and Computer Vision. Machine Learning. Imaging / Radiology. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

1. Clinical context for Intelligent Systems in Colonoscopy
2. Clinical context for Wireless Capsule Endoscopy Image Analysis
3. Technical Context for Intelligent Systems in Colonoscopy
4. Technical Context for Wireless Capsule Endoscopy image analysis
5. Combination of Color-based Segmentation, Markov Random Fields and Multilayer Perceptron
6. Hand Crafted Method: ROI Selection and Texture Description.