Medical Image Analysis-A Research Perspective : Magnetic Resonance Brain imaging

ISBN-13: 9783659966095 / Angielski / Miękka / 2016 / 140 str.

Shanthakumar Palanisamy

Opis

This book comprehensively illustrate the fundamentals of various image processing steps.The many literature review collections are gathered based on the brain magnetic resonance images.The brain image performance is analysed using different methods like Watershed segmentation,Adaptive Neuro Fuzzy Inference Systems (ANFIS)classifiers and Support Vector Machine (SVM) classifiers,to detect the brain tumour. Based on the tumour detection then measure the performance of brain tumour. After the tumour detection,implement the diagnosis processes using fuzzy c-means clustering techniques to identify the severity of tumour. The severity of tumour may be benign stage or malignant stage.Benign stage tumour patients suggested to take treatment and Malignant stage tumour patients suggested to take immediate surgery.All this topics are elaborately explained one by one on this book.

O autorze

Dr.P.ShanthaKumar received his M.E.(CSE) and Ph.D.in information & communication engineering degree from anna university,chennai.He has served at various reputed institutions for both academic and research activities.Currently,he is working as professor in the department of computer science and engineering,V.S.B Engineering college,Tamilnadu,India.