Muhammad Ali Imran, Rami Ghannam, Qammer H. Abbasi

Engineering and Technology for Healthcare

• Gebundenes Buch

Produktbeschreibung

Innovation in healthcare is currently a "hot" topic. Innovation allows us to think differently, to take risks and to develop ideas that are far better than existing solutions. Currently, there is no single book that covers all topics related to microelectronics, sensors, data, system integration and healthcare technology assessment in one reference. This book aims to critically evaluate current state-of-the-art technologies and provide readers with insights into developing new solutions. With contributions from a fully international team of experts across electrical engineering and biomedical fields, the book discusses how advances in sensing technology, computer science, communications systems and proteomics/genomics are influencing healthcare technology today.

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Produktdetails

• IEEE Press
• Verlag: Wiley / Wiley & Sons
• Artikelnr. des Verlages: 1W119644240
• 1. Auflage
• Seitenzahl: 240
• Erscheinungstermin: 7. Dezember 2020
• Englisch
• Abmessung: 244mm x 170mm x 14mm
• Gewicht: 604g
• ISBN-13: 9781119644248
• ISBN-10: 1119644240
• Artikelnr.: 59965128

Autorenporträt

EDITED BY MUHAMMAD ALI IMRAN, is Dean Glasgow College UESTC, Professor of Communication Systems and Head of Communications Sensing and Imaging group in the James Watt School of Engineering at the University of Glasgow, UK. RAMI GHANNAM, is Lecturer (Assistant Professor) in Electronic Engineering and head of the Engineering Education Research Group in the James Watt School of Engineering at the University of Glasgow, UK. QAMMER H. ABBASI, is Senior Lecturer (Associate Professor) and Deputy Head of Communications Sensing and Imaging group in the James Watt School of Engineering at the University of Glasgow, UK.

Inhaltsangabe

List of Contributors xiii

Introduction xv

1 Maximizing the Value of Engineering and Technology Research in Healthcare: Development-Focused Health Technology Assessment 1
Janet Boutell Hawkins and Eleanor Grieve

1.1 Introduction 1

1.2 What Is HTA? 3

1.3 What Is Development-Focused HTA? 4

1.4 Illustration of Features of Development-Focused HTA 5

1.4.1 Use-Focused HTA 6

1.4.2 Development-Focused HTA 6

1.5 Activities of Development-Focused HTA 7

1.6 Analytical Methods of Development-Focused HTA 9

1.6.1 Clinical Value Assessment 11

1.6.2 Economic Value Assessment 11

1.6.3 Evidence Generation 14

1.7 What Are the Challenges in the Development and Assessment of Medical Devices? 15

1.7.1 What Are Medical Devices? 15

1.7.2 Challenges Common to All medical Devices 16

1.7.2.1 Licensing and Regulation 16

1.7.2.2 Adoption 17

1.7.2.3 Evidence 18

1.7.3 Challenges Specific to Some Categories of Device 19

1.7.3.1 Learning Curve 19

1.7.3.2 Short Lifespan and Incremental Improvement 19

1.7.3.3 Workflow 19

1.7.3.4 Indirect Health Benefit 19

1.7.3.5 Behavioral and Other Contextual Factors 20

1.7.3.6 Budgetary Challenges 20

1.8 The Contribution of DF-HTA in the Development and Translation of Medical Devices 20

1.8.1 Case Study 1 - Identifying and Confirming Needs 21

1.8.2 Case Study 2 - What Difference Could This Device Make? 21

1.8.3 Case Study 3 - Which Research Project Has the Most Potential? 21

1.8.4 Case Study 4 - What Is the Required Performance to Deliver Clinical Utility? 21

1.8.5 Case Study 5 - What Are the Key Parameters for Evidence Generation? 22

1.9 Conclusion 22

References 23

2 Contactless Radar Sensing for Health Monitoring 29
Francesco Fioranelli and Julien Le Kernec

2.1 Introduction: Healthcare Provision and Radar Technology 29

2.2 Radar and Radar Data Fundamentals 32

2.2.1 Principles of Radar Systems 32

2.2.2 Principles of Radar Signal Processing for Health Applications 35

2.2.3 Principles of Machine Learning Applied to Radar Data 38

2.2.4 Complementary Approaches: Passive Radar and Channel State Information Sensing 41

2.3 Radar Technology in Use for Health Care 42

2.3.1 Activities Recognition and Fall Detection 42

2.3.2 Gait Monitoring 46

2.3.3 Vital Signs and Sleep Monitoring 48

2.4 Conclusion and Outstanding Challenges 50

2.5 Future Trends 52

2.5.1 Paradigm Change in Radar Sensing 52

2.5.2 Multimodal Sensing 55

References 55

3 Pervasive Sensing: Macro to Nanoscale 61
Qammer H. Abbasi, Hasan T. Abbas, Muhammad Ali Imran and Akram Alomainy

3.1 Introduction 61

3.2 The Anatomy of a Human Skin 64

3.3 Characterization of Human Tissue 65

3.4 Tissue Sample Preparation 70

3.5 Measurement Apparatus 70

3.6 Simulating the Human Skin 72

3.6.1 Human Body Channel Modelling 73

3.7 Networking and Communication Mechanisms for Body-Centric Wireless Nano-Networks 76

3.8 Concluding Remarks 78

References 78

4 Biointegrated Implantable Brain Devices 81
Rupam Das and Hadi Heidari

4.1 Background 81

4.2 Neural Device Interfaces 83

4.3 Implant Tissue Biointegration 84

4.4 MRI Compatibility of the Neural Devices 87

4.5 Conclusion 90

References 90

5 Machine Learning