Biomedical Robots and Devices in Healthcare

Opportunities and Challenges for Future Applications
Erscheinungsjahr 2024
ISBN: 978-0-443-22206-1
Verlag: Elsevier Science & Technology

Buch, Englisch, Format (B × H): 191 mm x 235 mm

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.

Autoren/Hrsg.

Iqbal, Faiz

Gupta, Pushpendra

Kumar, Vidyapati

Pratihar, Dilip Kumar

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Maschinenbau
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik

Inhaltsverzeichnis

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

Über Autor(innen)

Iqbal, Faiz
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.

Gupta, Pushpendra
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.

Pratihar, Dilip Kumar
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.

Kumar, Vidyapati
Vidyapati Kumar is a Ph.D. candidate in the Department of Mechanical Engineering at the Indian Institute of Technology, Kharagpur. He completed his Master's in Engineering in Production Engineering in 2018 and Bachelor's in Technology in Mechanical Engineering in 2016. Before starting his Ph.D., he worked for 1.7 years as a project assistant at the CSIR-Central Institute of Mining and Fuel Research. He has published research in SCI/Scopus indexed journals and conference proceedings, and has obtained both an Australian and Indian patent for his innovative research. His research area includes Rehabilitation Robotics, Biomedical devices, and the application of soft computing tools in solving optimization and decision-making problems.