Classification of Us Liver Images Using Machine Learning Techniques book

Classification of Us Liver Images Using Machine Learning Techniques book

Classification of Us Liver Images Using Machine Learning Techniques by Sivasubramanian Rajaram

Classification of Us Liver Images Using Machine Learning Techniques
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Author: Sivasubramanian Rajaram
Number of Pages: 164 pages
Published Date: 28 Nov 2014
Publisher: LAP Lambert Academic Publishing
Publication Country: United States
Language: English
ISBN: 9783659596513
File size: 10 Mb
File Name: Classification.of.Us.Liver.Images.Using.Machine.Learning.Techniques.pdf
Download Link: Classification of Us Liver Images Using Machine Learning Techniques
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The field of medical imaging has experienced a period of rapid development over the last 2 decade has consequently revolutionized the way in which modern medicine is practiced.The disease and their symptoms are highly varying and always a need for a continuous update of knowledge for the doctors and medical analyst.The diseases fall into different categories and a small variation of symptoms may leave to some other categories of diseases.The work concentrates on diagnosing diseases like cyst, fatty, Hepatoma, Hemangioma and Cirrhosis from ultrasound liver images.The contribution of this book relies on following areas: Pre-processing by speckle reduction, Image registration, feature extraction, classification & retrieval.This is further supplemented by the medical analyst for a continuous treatment process.This book provides an automated system that could retrieve ultrasound liver images based on user's interest to a level of providing decision support is of high need.This book helps for the medical analyst to take decision before treatment and planning surgery. It provides sound knowledge to researcher who are all working in problems involved in ultrasound medical imagin

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