Deep learning for personalized healthcare services /

This book uncovers the stakes and possibilities involved in realising personalised healthcare services through efficient and effective deep learning algorithms, enabling the healthcare industry to develop meaningful and cost-effective services. This requires effective understanding, application and...

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Bibliographic Details
Other Authors: Chatterjee, Jyotir Moy (Contributor, Editor), Hedayati, Hadi (Editor), Jain, Mohit (Contributor), Jain, Vishal (Editor)
Format: eBook
Language:English
Published: Berlin ; Boston : De Gruyter, [2021]
©2021
Series:Intelligent Biomedical Data Analysis , 7
Subjects:
Algorithmus.
Deep Learning.
Digital Health.
Maschinelles Lernen.
COMPUTERS / Social Aspects / General.
algoritmy
digitálne zdravotníctvo
strojové učnie
elektronické dokumenty
ISBN:9783110708127
ISSN:2629-7140 ;
Online Access: Get full text
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Table of Contents:
  • Frontmatter
  • Preface
  • Acknowledgments
  • Contents
  • Short Biography of Editors
  • List of Contributors
  • Deep learning for health and medicine
  • Exploring Indian Yajna and mantra sciences for personalized health: pandemic threats and possible cures in twenty-first-century healthcare
  • Advanced deep learning techniques and applications in healthcare services
  • Visualizations of human bioelectricity with internal symptom captures: the Indo-Vedic concepts on Healthcare 4.0
  • Early cancer predictions using ensembles of machine learning and deep learning
  • Deep learning in patient management and clinical decision making
  • Patient health record system
  • Prediction of multiclass cervical cancer using deep machine learning algorithms in healthcare services
  • Comparative analysis for detecting skin cancer using SGD-based optimizer on a CNN versus DCNN architecture and ResNet-50 versus AlexNet on Adam optimizer
  • Coronary heart disease analysis using two deep learning algorithms, CNN and RNN, and their sensitivity analyses
  • An overview of the technological performance of deep learning in modern medicine
  • Index

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