Foundations of artificial intelligence in healthcare and bioscience : a user friendly guide for IT professionals, healthcare providers, researchers, and clinicians / Louis J. Catania.

Format:

Book

Author/Creator:

Catania, Louis J., author.

Contributor:

ScienceDirect (Online service)

Language:

English

Subjects (All):

Artificial intelligence--Medical applications.

Artificial intelligence.

Artificial intelligence--Biological applications.

Artificial Intelligence.

Medical Subjects:

Artificial Intelligence.

Physical Description:

1 online resource : illustrations (colour)

Place of Publication:

Amsterdam : Academic Press, 2020.

System Details:

text file

Contents:

Front Cover

Foundations of Artificial Intelligence in Healthcare and Bioscience

Copyright Page

Dedication

Contents

List of Illustrations

Foreword by Adam Dimitrov

Foreword by Ernst Nicolitz

Preface

Postscript

Acknowledgments

I. Artificial intelligence (AI): Understanding the technology

Introduction

References

1 The evolution of artificial intelligence (AI)

1.1 Human intelligence

1.2 Defining artificial intelligence (AI)

2 The basic computer

2.1 Layers of basic computers

2.1.1 Input layer

2.1.2 Inner (hidden) layer

2.1.3 Output layer

2.2 Basic computer language and programming

2.3 Basic computer hardware

2.4 Basic computer software

2.5 Servers, internet and world wide web (www)

2.5.1 Servers

2.5.2 Internet

2.5.3 World wide web (www)

3 The science and technologies of artificial intelligence (AI)

3.1 The theory and science of artificial intelligence (AI)

3.2 Artificial neural network (ANN) model of artificial intelligence (AI)

3.3 AI software (algorithms)

3.3.1 Machine learning

3.3.1.1 Supervised (labeled) data

3.3.2 Neural networking and deep learning

3.3.2.1 Unsupervised (unlabeled) data

3.3.2.2 Reinforcement learning

3.4 AI hardware

3.4.1 Ram (random access memory)

3.4.2 Computer servers (file, mail, print, web, game, apps)

3.4.3 Central processing unit (CPU)

3.4.4 Graphic processing unit (GPU)

3.4.5 Accelerators [61]

3.4.6 Quantum processors using "qubits" (vs digital binary code)

3.4.7 Neuromorphic chips ("self-learning" microchips)

3.4.8 Application specific integrated circuit (ASIC)

3.4.9 Field-programmable gate array (FPGA) integrated circuit with hardware description language (HDL)

3.5 Specialized AI systems

3.5.1 Natural language processing (NLP)

3.5.2 Natural language generation (NLG)

3.5.3 Expert systems

3.5.4 "Internet of things" (IoT)

3.5.5 Cyber-physical system (CPS)

3.5.6 Big data analytics

3.5.7 Blockchain

3.5.8 Robotics

3.6 Sample AI scenarios

3.6.1 "Why is the Mona Lisa smiling?"

3.6.2 The "great steak" experience

II. Artificial intelligence (AI): Applications in health and wellness

4 AI applications in the business and administration of health care

4.1 AI applications in government agencies (GOVs), non-governmental organizations (NGOs) and third-party health insurers

4.1.1 Primary AI applications GOVs, NGOs, and third-party health insurers (1, 2, 3)

4.1.2 Additional AI applications to GOVs, NGOs, and third-party health insurers (4, 5, 6)

4.2 Big data analytics in health care [Text #1]

4.2.1 Primary AI literature reviews of big data analytics (1, 2, 3)

4.2.2 Additional AI literature reviews of big data analytics (4, 5, 6)

4.3 Blockchain in health care [Text #2]

4.3.1 Primary AI literature reviews of blockchain (1, 2, 3)

Notes:

Electronic reproduction. Amsterdam Available via World Wide Web.

ISBN:

9780323860055

0323860052

Publisher Number:

40030476074

Access Restriction:

Restricted for use by site license.