Classification of US liver images using machine learning techniques: Medical Image processing on Ultrasound liver diseases - Couverture souple

Ramamoorthy, Suganya; Sivasubramanian, Rajaram

 
9783659596513: Classification of US liver images using machine learning techniques: Medical Image processing on Ultrasound liver diseases
Couverture souple
ISBN 10 : 3659596515 ISBN 13 : 9783659596513
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

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 imaging.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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 imaging.

Biographie de l'auteur

Dr.R.Suganya, M.E,Ph.D,IT Department, TCE, Madurai has experienced 9 years in TCE.published more than 12 reputed Inter. journals,life member in IACSIT. Her area of interest in Medical imaging,Graphics & Video processing.Dr.S.Rajaram,Ph.D,Post Doc,ECE Dept,TCE,Madurai has experienced 13 years.Life member in IEEE,ISTE &VSI. Published 50 journals.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3659596515
ISBN 13 
9783659596513
Reliure
Broché
Nombre de pages
164
Coordonnées du fabricant
non disponible
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