Editors: P. Naga Srinivasu, Norita Md Norwawi, Sheng Lung Peng, Azuraliza Abu Bakar

Computational Intelligence and Machine Learning Approaches in Biomedical Engineering and Health Care Systems

eBook: US $69 Special Offer (PDF + Printed Copy): US $119
Printed Copy: US $84
Library License: US $276
ISBN: 978-1-68108-956-0 (Print)
ISBN: 978-1-68108-955-3 (Online)
Year of Publication: 2022
DOI: 10.2174/97816810895531220101

Introduction

Computational Intelligence and Machine Learning Approaches in Biomedical Engineering and Health Care Systems explains the emerging technology that currently drives computer-aided diagnosis, medical analysis and other electronic healthcare systems. 11 book chapters cover advances in biomedical engineering fields achieved through deep learning and soft-computing techniques. Readers are given a fresh perspective on the impact on the outcomes for healthcare professionals who are assisted by advanced computing algorithms.

Key Features:

  • - Covers emerging technologies in biomedical engineering and healthcare that assist physicians in diagnosis, treatment, and surgical planning in a multidisciplinary context
  • - Provides examples of technical use cases for artificial intelligence, machine learning and deep learning in medicine, with examples of different algorithms
  • - Introduces readers to the concept of telemedicine and electronic healthcare systems
  • - Provides implementations of disease prediction models for different diseases including cardiovascular diseases, diabetes and Alzheimer’s disease
  • - Summarizes key information for learners
  • - Includes references for advanced readers

The book serves as an essential reference for academic readers, as well as computer science enthusiasts who want to familiarize themselves with the practical computing techniques in the field of biomedical engineering (with a focus on medical imaging) and medical informatics.

Foreword

- Pp. i-ii (2)
Hiroyuki Lida
Download Free

Preface

- Pp. iii-iv (2)
Parvathaneni Naga Srinivasu, Norita Md Norwawi, Sheng Lung Peng, Azuraliza Abu Bakar
Download Free

List of Contributors

- Pp. v-vi (2)

Download Free

Convolutional Neural Network for Denoising Left Ventricle Magnetic Resonance Images

- Pp. 1-14 (14)
Zakarya Farea Shaaf, Muhammad Mahadi Abdul Jamil*, Radzi Ambar, Mohd Helmy Abd Wahab

PDF Price: $15

View Abstract Purchase Chapter

Early Diabetic Retinopathy Detection Using Elevated Continuous Particle Swarm Optimization Clustering With Raspberry PI

- Pp. 15-33 (19)
Bhimavarapu Usharani*

PDF Price: $15

View Abstract Purchase Chapter

E-Health System and Telemedicine: An Overview and its Applications in Health Care and Medicine

- Pp. 34-55 (22)
Ranjitha Vijay Anand, Harshavardhini Parthiban, Karthikeyan Subbiahanadar Chelladurai, Jackson Durairaj Selvan Christyraj*, Johnson Retnaraj Samuel Selvan Christyraj*

PDF Price: $15

View Abstract Purchase Chapter

Fuzzy Logic Implementation in Patient Monitoring System for Lymphatic Treatment of Leg Pain

- Pp. 56-75 (20)
Fauziah Abdul Wahid, Noor Anita Khairi, Siti Aishah Muhammed Suzuki*, Rafidah Hanim Mokhtar, Norita Md Norwawi, Roesnita Ismail

PDF Price: $15

View Abstract Purchase Chapter

Safe Distance and Face Mask Detection using OpenCV and MobileNetV2

- Pp. 76-95 (20)
B.S. Maya*, T. Asha, P. Prajwal, P.N. Revanth, Pratik R Pailwan, Rahul Kumar Gupta

PDF Price: $15

View Abstract Purchase Chapter

Performance Evaluation of ML Algorithms for Disease Prediction Using DWT and EMD Techniques

- Pp. 96-122 (27)
Reddy K. Viswavardhan*, B. Hemapriya, B. Roja Reddy, B.S. Premananda

PDF Price: $15

View Abstract Purchase Chapter

Cardiovascular Disease Preventive Prediction and Medication (CVDPPM) - A Model Based on AI Techniques for Prediction and Timely Medical Assistance

- Pp. 123-140 (18)
Y.V. Nagesh Meesala*, Sheik Khadar Ahmad Manoj, Ganapati Bhavana

PDF Price: $15

View Abstract Purchase Chapter

Personalized Smart Diabetic System Using Hybrid Models of Neural Network Algorithms

- Pp. 141-159 (19)
K. Abirami, P. Deepalakshmi*, Shanmuk Srinivas Amiripalli

PDF Price: $15

View Abstract Purchase Chapter

A Framework of Smart Mobile Application for Vehicle Health Monitoring

- Pp. 160-180 (21)
K. Aswarth, S. Vasavi*

PDF Price: $15

View Abstract Purchase Chapter

Progression Prediction and Classification of Alzheimer’s Disease using MRI

- Pp. 181-196 (16)
Sruthi Mohan*, S. Naganandhini

PDF Price: $15

View Abstract Purchase Chapter

Subject Index

- Pp. 197-207 (11)
Parvathaneni Naga Srinivasu, Norita Md Norwawi, Sheng Lung Peng, Azuraliza Abu Bakar
Download Free