Advances in Fuzzy-Based Internet of Medical Things (IoMT) (eBook)

Satya Prakash Yadav is an associate professor at GL Bajaj Institute of Technology & Management in Uttar Pradesh, India. He completed a PhD in science and technology from the Dr. A.P.J. Abdul Kalam Technical University, Lucknow, India. He has 17 years of education experience, 4 published books, and has two patents. Yadav is the chief editor of the Journal of Cyber Security in Computer Systems Science and Engineering. Sudesh Yadav is an assistant professor at Government College in Haryana, India. She has a PhD in computer science from Guru Gobind Singh Indraprastha University, Delhi, India. Her main areas of interest are artificial intelligence, digital image processing, and soft computing. Along with publishing research papers, Yadav has also reviewed research papers from international journals and conferences. Pethura Raj is chief architect and vice president at Reliance Jio Platforms Ltd in Bangalore, India. He has a PhD in computer science and automation from the Indian Institute of Science in Bangalore, India. His areas of interest focus on artificial intelligence, model optimization, and reliability engineering. He has published thirty research papers and edited forty-two books. Victor Hugo C. de Albuquerque works in the Department of Teleinformatics Engineering at the Federal University of Ceara, Brazil. He has a PhD in mechanical engineering from the Federal University of Paraiba. His research concentrates on applied computing, Intelligent systems, and artificial intelligence. He is Editor-in-Chief of the Journal of Artificial Intelligence and Systems.

Preface xv

1 IoMT--Applications, Benefits, and Future Challenges in the Healthcare Domain 1
E. M. N. Sharmila, K. Rama Krishna, G. N. R. Prasad, Byram Anand, Chetna Vaid Kwatra and Dhiraj Kapila

2 Fuzzy-Based IoMT System Design Challenges 25
Ramakrishna Kolikipogu, Shivaputra and Makarand Upadhyaya

3 Development and Implementation of a Fuzzy Logic-Based Framework for the Internet of Medical Things (IoMT) 39
Santosh Reddy P., Mamatha A., Akshatha Kamath, Sreelatha P. K., Santosh Y. N. and Pallavi C. V.

4 Detecting Healthcare Issues Using a Neuro-Fuzzy Classifier 59
D. Saravanan, R. Parthiban, G. Arunkumar, D. Suganthi, Revathi R. and U. Palani

5 Development of the Fuzzy Logic System for Monitoring of Patient Health 75
Norma Ramírez-Asís, Ursula Lezameta-Blas, Anil Kumar Bisht, G. Arunkumar, Jose Rodriguez-Kong and D. Saravanan

6 Management of Trust Between Patient and IoT Using Fuzzy Logic Theory 93
L. Rajeshkumar, J. Rachel Priya, Konatham Sumalatha, G. Arunkumar, D. Suganthi and D. Saravanan

7 Improving the Efficiency of IoMT Using Fuzzy Logic Methods 107
K. Kiran Kumar, S. Sivakumar, Pramoda Patro and RenuVij

8 An Intelligent IoT-Based Healthcare System Using Fuzzy Neural Networks 121
Chamandeep Kaur, Mohammed Saleh Al Ansari, Vijay Kumar Dwivedi and D. Suganthi

9 An Enhanced Fuzzy Deep Learning (IFDL) Model for Pap-Smear Cell Image Classification 135
Rakesh S., Smrita Barua, D. Anitha Kumari and Naresh E.

10 Classification and Diagnosis of Heart Diseases Using Fuzzy Logic Based on IoT 149
Srinivas Kolli, Pramoda Patro, Rupak Sharma and Amit Sharma

11 Implementation of a Neuro-Fuzzy-Based Classifier for the Detection of Types 1 and 2 Diabetes 163
Chamandeep Kaur, Mohammed Saleh Al Ansari, Vijay Kumar Dwivedi and D. Suganthi

12 IoMT Type-2 Fuzzy Logic Implementation 179
Sasanko Sekhar Gantayat, K. M. Pimple and Pokkuluri Kiran Sree

13 Feature Extraction and Diagnosis of Heart Diseases Using Fuzzy-Based IoMT 195
Tribhangin Dichpally, Yatish Wutla, Vallabhaneni Uday and Rohith Sai Midigudla

14 An Intelligent Heartbeat Management System Utilizing Fuzzy Logic 211
K. Suresh Kumar, R. Sudha, T. Suguna and M. K. Dharani

15 Functional Fuzzy Logic and Algorithm for Medical Data Management Mechanism Monitoring 225
U. Moulali, Bhargavi Peddi Reddy, Srikanth Bhyrapuneni, Shruthi S.K., Shaik Khaleel Ahamed and Harikrishna Bommala

16 Using IoT to Evaluate the Effectiveness of Online Interactive Tools in Healthcare 239
K. Suresh Kumar, Chinmaya Kumar Nayak, Chamandeep Kaur and Ahmed Hesham Sedky

17 Integration of Edge Computing and Fuzzy Logic to Monitor Novel Coronavirus 255
K. Rama Krishna, R. Sudha, G. N. R. Prasad and Jithender Reddy Machana

18 Implementation of IoT in Healthcare Barriers and Future Challenges 271
Aravindan Srinivasan, Veeresh Rampur, Munagala Madhu Sudhan Rao and Ravinjit Singh

References 283

Index 287