MRI-based Brain Tumor Analysis System

Language: English

Published by LAP LAMBERT Academic Publishing Jan 2022, 2022

620473718X / 9786204737188

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This item is printed on demand - Print on Demand Titel. Neuware -This book is the outcome of our research practice over 15 years in the area of brain tumor image analysis using computational intelligence techniques. Many automatic methods were developed and published in reputed international journals. Currently, deep learning-based models are targeted to classify brain tumors from magnetic resonance imaging (MRI) human head scans. This book is primarily focused on the development of an MRI-based brain tumor analysis system using a deep learning approach. This book is organized into five chapters. Chapter 1 describes the significance of medical image processing, the principles and role of MRI in medical image analysis and the importance of artificial intelligence (AI) systems. Chapter 2 explains the anatomy of the brain, the cause of brain tumor and its types. Chapter 3 describes the rudiments of deep learning (DL) techniques such as machine learning (ML) basics, algorithms, evolution, role in tumor imaging, the architecture of deep neural networks (DNN) and convolutional neural networks (CNN). Chapter 4 explains the development of the proposed DL tool of brain tumor analysis. Finally, chapter 5 concludes with further works in future.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 56 pp. Englisch. …

Seller Inventory # 9786204737188

Title
MRI-based Brain Tumor Analysis System
Author
Kalaiselvi Thiruvenkadam
Publisher
LAP LAMBERT Academic Publishing Jan 2022
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
620473718X
ISBN 13
9786204737188
Item weight
102 grams
Dimensions
220x150x4 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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