MRI-based Brain Tumor Analysis System : A Deep Learning Approach
Language: English
Published by LAP LAMBERT Academic Publishing, 2022
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 42.81
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - 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. …
Seller Inventory # 9786204737188
- Title
- MRI-based Brain Tumor Analysis System : A Deep Learning Approach
- Author
- Padmapriya Thiyagarajan
- Publisher
- LAP LAMBERT Academic Publishing
- Publication year
- 2022
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 620473718X
- ISBN 13
- 9786204737188
- Item weight
- 102 grams
- Dimensions
- 220x150x4 mm
"Synopsis" may belong to another edition of this title.
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