Deep learning for personalized healthcare services / Vishal Jain [and four others], editors.

Format:

Book

Contributor:

Jain, Vishal, 1983- editor.

Series:

Intelligent biomedical data analysis.

Intelligent biomedical data analysis

Language:

English

Subjects (All):

Machine learning.

Medical care--Technological innovations.

Medical care.

Physical Description:

1 online resource (XVIII, 250 p.)

Place of Publication:

Berlin ; Boston : Walter de Gruyter GmbH, [2021]

Language Note:

In English.

Summary:

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 amalgamation of deep learning with several other computing technologies, such as machine learning, data mining, and natural language processing.

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

Notes:

Description based on print version record.

ISBN:

3-11-070812-4