Machine Learning for Edge Computing

7IoT-Inspired Smart Healthcare Service for Diagnosing Remote Patients with Diabetes

Huma Naz, Rishabh Sharma, Neha Sharma, and Sachin Ahuja

Chitkara University Institute of Engineering &

Technology, Chitkara University

Punjab, India

DOI: 10.1201/​9781003143468-7

CONTENTS

• 7.1Introduction
• 7.2Background of Cloud Computing, IoT, and FC
  • 7.2.1Cloud Computing
  • 7.2.2IoT
  • 7.2.3Fog Computing
• 7.3Related Work
• 7.4Methodology
  • 7.4.1Healthcare Application
  • 7.4.2Dataset Description
  • 7.4.3Deep Feed-Forward Neural Network
  • 7.4.4Pros of Using FC
• 7.5Experimental Evaluation
  • 7.5.1Evaluation Metrics
    • 7.5.1.1Experimental Results and Discussion
• 7.6Conclusion
• References

7.1 INTRODUCTION

In our bodies, the hormone insulin is responsible for transforming starches, ...