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Biomedical Robots and Devices in Healthcare

Opportunities and Challenges for Future Applications

  • 1st Edition - November 14, 2024
  • Latest edition
  • Editors: Faiz Iqbal, Pushpendra Gupta, Vidyapati Kumar, Dilip Kumar Pratihar
  • Language: English

Biomedical Robots and Devices in Healthcare: Opportunities and Challenges for Future Applications explores recent advances and challenges involved in using these techniques in hea… Read more

Description

Biomedical Robots and Devices in Healthcare: Opportunities and Challenges for Future Applications explores recent advances and challenges involved in using these techniques in healthcare and biomedical engineering, offering insights and guidance to researchers, professionals, and graduate students interested in this area. The book covers key topics such as the current state-of-the-art in biomedical robotics and devices, the role of emerging technologies like artificial intelligence and machine learning, rehabilitation robotics, and the optimization techniques for optimal design and control. The book concludes by exploring the potential future developments and trends in the field of biomedical robotics and devices and their healthcare implications.

Key features

  • Provides a comprehensive overview of the current state-of-the-art in biomedical robotics and devices, including a discussion of the various types of devices and robots that are being developed and used in healthcare settings
  • Highlights the role of computational intelligence techniques such as artificial intelligence, machine learning, Fuzzy Logic, and evolutionary algorithms in the design, development, and the use of biomedical robots and devices, offering insights and guidance to professionals and students on these technologies
  • Explores the potential future developments and trends in the field of biomedical robotics and devices and their implications for healthcare professionals and patients, providing a valuable resource for those looking to stay up-to-date on advancements in the field

Readership

Professionals and students in biomedical engineering and healthcare, including graduate/postgraduate, Ph.D., postdoctoral, and professors who are interested in investigating the application of computational intelligence techniques to healthcare and biomedical engineering in the context of Industry 4.0 advancements, Researchers, clinicians, and other professionals working in hospitals, research institutions, or academic environments, as well as students studying biomedical engineering or related subjects who wish to learn more about the role of computational intelligence in healthcare

Table of contents

1 Soft Robotics and Computational Intelligence: Transformative Technologies Reshaping Biomedical Engineering
Thomas Gaskins, Pushpendra Gupta, Vidyapati Kumar, DK Pratihar, Faiz Iqbal
2 Application of Multi-Bistatic Frequency-Domain Measurements for Enhanced Medical Sensing and Imaging
Behnaz Sohani*, Amir Rahmani, Aliyu Aliyu
3 Mathematics in Biomedical Robotics and Devices: Opportunities, Challenges, and Potential Impact on Healthcare Delivery
Mo Sadique, Sapna Ratan Shah, Sardar M N Islam*
4 Sensor-enabled Sleep Posture Analysis: State-of-the-art and Opportunities of Wearable Technologies from Clinical, Sensing and Intelligent Perception Perspectives
Omar Elnaggar, Andrew Hopkinson, Frans Coenen, Paolo Paoletti
5 Advancing Ankle-Foot Orthosis Design through Biomechanics, Robotics, and Additive Manufacturing: A Review
Vidyapati Kumar, Pushpendra Gupta, DK Pratihar
6 Comparative Evaluation of Deep Learning Techniques for Multi-Stage Alzheimer's Prediction from Magnetic Resonance Images
Pushpendra Gupta, Pradeep Nahak, Vidyapati Kumar, Dilip Kumar Pratihar*, Kalyanmoy Deb
7 Machine Learning Brain Activation Topography for Individual Skill Classification – Need for Leave One Subject Out (LOSO) Cross Validation
Takahiro Manabe, Anirban Dutta
8 Transfer Learning based Disease Prognosis in Biomedicine 4.0: Challenges, and Opportunities
Senthil Kumar Jagatheesaperumal, Sivasankar Ganesan
9 Advancements in Biomedical devices: A Comprehensive Review
M Ubaid, M Shadab Ahmad, Shanay Rab, Yebing Tian, Faiz Iqbal
10 Voice and chatbot a hybrid framework using XAI for mental health
Debmitra Ghosh*, Sayani Ghatak, Hrithik Paul
11 Wearable Sensors : The pathway to applications of on-body electronics
Viktorija Makarovaite*, Robert Horne

Product details

  • Edition: 1
  • Latest edition
  • Published: November 14, 2024
  • Language: English

About the editors

FI

Faiz Iqbal

Dr. Faiz Iqbal received his B.Tech in Mechanical and Automation Engineering in 2011, M.Tech in Mechatronics Engineering in 2013, and PhD in Manufacturing Automation in 2019 from India. He is currently a Lecturer in the School of Engineering at the University of Lincoln in the UK. He has published several research papers and holds four patents, and has received multiple awards for his contributions in research and innovation. His research interests include Mechatronics, Industrial Automation, Smart Manufacturing, Fluidic logic/Soft Robotics, and Industry 4.0. He successfully delivered a COVID-19 project and was awarded the COVID-19 Engineering Medal by the School of Engineering at the University of Edinburgh.
Affiliations and expertise
Lecturer of Mechanical Engineering, School of Engineering, University of Lincoln, UK

PG

Pushpendra Gupta

Pushpendra Gupta is pursuing a Ph.D. in Mechanical Engineering at the Indian Institute of Technology Kharagpur. He received his M.Tech in Production Engineering (Gold Medalist) in 2015 and B.Tech in Mechanical and Automation Engineering in 2011 from India. He has also worked as a faculty member for 2.5 years at MITRC Alwar before joining IIT Kharagpur. His research interests include humanoid robots, soft computing, evolutionary optimization, and their application in multi-criterion optimization, modeling, and machine learning.
Affiliations and expertise
Research Scholar, Mechanical Engineering Department, Indian Institute of Technology Kharagpur, India

VK

Vidyapati Kumar

Vidyapati Kumar is a Ph.D. Research Scholar in the Department of Mechanical Engineering at the Indian Institute of Technology Kharagpur, specializing in AI-driven Rehabilitation Robotics, Biomechatronics, and Assistive Prosthetic Systems. His research focuses on intelligent prosthetic control, wearable biomedical devices, and advanced sensor fusion techniques, including electromyography (EMG), inertial measurement units (IMU), and force-sensitive resistors (FSR), aimed at enhancing mobility and improving quality of life for individuals with physical impairments.

He holds a Master’s degree in Production Engineering from Jadavpur University and a Bachelor’s degree in Mechanical Engineering from the West Bengal University of Technology (WBUT). Prior to his doctoral studies, he served as a GATE Faculty member for Unacademy and worked as a Project Assistant at the Central Institute of Mining and Fuel Research.

Vidyapati Kumar has published multiple papers in high-impact SCI and Scopus-indexed journals. His research interests include prosthetic design, medical artificial intelligence, explainability methods in AI/ML such as SHAP and LIME, optimization, and multi-criteria decision-making. He actively pursues interdisciplinary collaborations in biomedical robotics, wearable assistive devices, and advanced healthcare technologies.

Affiliations and expertise
Research Scholar, Mechanical Engineering Department, Indian Institute of Technology Kharagpur, India

DP

Dilip Kumar Pratihar

Dr. Dilip Kumar Pratihar is a Professor (HAG Scale) in the Mechanical Engineering Department at IIT Kharagpur, India and former Professor-in-charge of the Centre for Excellence in Robotics. He received his BE (Hons.), M.Tech. in Mechanical Engineering, and Ph.D. from various Indian institutions, as well as post-doctoral study at universities in Japan and Germany. He has received multiple awards, including the University Gold Medal, INSA Teachers' Award, Technologist of the Year Award, and Distinguished Alumnus Award. He has made significant contributions to Artificial Intelligence (AI) and its applications in fields such as Industrial Automation, Robotics, Health Care, and Education Technology. He has published several books and hundreds of publications in reputed journals, conferences, and book chapters. He is a regular reviewer for several international journals and a member of the editorial board of several international journals. He has filed patents and received 1 copyright. He is a Fellow of Institution of Engineers, a Senior Member of IEEE, a Member of ASME, and a Member of AMM.
Affiliations and expertise
Professor, Mechanical Engineering Department, Indian Institute of Technology Kharagpur, India

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