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Pathological Brain Detection

  • Shui-Hua Wang
  • Yu-Dong Zhang
  • Zhengchao Dong
  • Preetha Phillips

Part of the Brain Informatics and Health book series (BIH)

Table of contents

  1. Front Matter
    Pages i-xxvi
  2. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 1-11
  3. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 13-28
  4. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 29-44
  5. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 45-70
  6. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 71-84
  7. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 85-104
  8. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 105-118
  9. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 119-147
  10. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 149-178
  11. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 179-190
  12. Shui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips
    Pages 191-210
  13. Back Matter
    Pages 211-214

About this book

Introduction

This book provides detailed practical guidelines on how to develop an efficient pathological brain detection system, reflecting the latest advances in the computer-aided diagnosis of structural magnetic resonance brain images. Matlab codes are provided for most of the functions described. In addition, the book equips readers to easily develop the pathological brain detection system further on their own and apply the technologies to other research fields, such as Alzheimer’s detection, multiple sclerosis detection, etc. 

Keywords

Pathological Brain Detection Machine Learning Artificial Intelligence Pattern Recognition Magnetic Resonance Imaging Image Normalization Wavelet Classifier Bioinspired Algorithm Deep Learning

Authors and affiliations

  • Shui-Hua Wang
    • 1
  • Yu-Dong Zhang
    • 2
  • Zhengchao Dong
    • 3
  • Preetha Phillips
    • 4
  1. 1.School of Electronics Science and EngineeringNanjing UniversityNanjingChina
  2. 2.Department of InformaticsUniversity of LeicesterLeicesterUnited Kingdom
  3. 3.Translational Imaging Division & MRI Unit, New York State Psychiatric InstituteColumbia University Medical CenterNew YorkUSA
  4. 4.Shepherd UniversityShepherdstownUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-4026-9
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-10-4025-2
  • Online ISBN 978-981-10-4026-9
  • Series Print ISSN 2367-1742
  • Series Online ISSN 2367-1750
  • Buy this book on publisher's site
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