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Advances in medical technologies and clinical practice book series.
Deep learning applications in medical imaging / [edited by] Sanjay Saxena, Sudip Paul. — 1 online resource : illustrations (chiefly color. — (Advances in medical technologies and clinical practice (AMTCP) book series). — "Premier Reference Source" -- Cover. — <URL:http://elib.fa.ru/ebsco/2562110.pdf>.

Record create date: 2/19/2020

Subject: Diagnostic imaging.; Machine learning.; Diagnostic Imaging.; Deep Learning.; Medical Informatics Applications.; Image Processing, Computer-Assisted.; Diagnostic imaging — Digital techniques; Machine learning; Medical informatics

Collections: EBSCO

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"This book explores the application deep learning in medical imaging"--.

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Table of Contents

  • Cover
  • Title Page
  • Copyright Page
  • Book Series
  • Table of Contents
  • Detailed Table of Contents
  • Foreword
  • Preface
  • Acknowledgment
  • Chapter 1: Conventional and Non-Conventional ANNs in Medical Diagnostics
  • Chapter 2: Deep Learning for Medical Image Segmentation
  • Chapter 3: Relevance of Machine Learning to Cardiovascular Imaging
  • Chapter 4: A CONVblock for Convolutional Neural Networks
  • Chapter 5: Machine Learning for Prediction of Lung Cancer
  • Chapter 6: A Survey on Prematurity Detection of Diabetic Retinopathy Based on Fundus Images Using Deep Learning Techniques
  • Chapter 7: Deep Learning Applications in Medical Imaging
  • Chapter 8: Deep Learning Applications in Medical Imaging
  • Chapter 9: Malaria Parasites Detection Using Deep Neural Network
  • Chapter 10: Automatic Lung Tuberculosis Detection Model Using Thorax Radiography Image
  • Compilation of References
  • About the Contributors
  • Index

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