Internet of Things Based Smart Healthcare

Internet of Things Based Smart Healthcare

Intelligent and Secure Solutions Applying Machine Learning Techniques

Chowdhury, Chandreyee; Acharya, Biswaranjan; Liu, Chuan-Ming; Biswas, Suparna

Springer Verlag, Singapore

07/2022

397

Dura

Inglês

9789811914072

15 a 20 dias

843

Descrição não disponível.

Part 1 IoT based Smart Healthcare.- Chapter 1 Introduction.- Chapter 2 Architecture for Smart Healthcare: Cloud vs Edge.- Chapter 3 Main Challenges and Concerns of Health IoT Data.- Part 2 Context and Body Vitals Monitoring Systems.- Chapter 4 Human Activity Recognition Systems Based on Sensor Data using Machine Learning.- Chapter 5 Human Activity Recognition Systems Based on Audio-Video Data using Machine Learning and Deep learning.- Chapter 6 Review of Body Vitals Monitoring Systems for Disease Prediction.- Chapter 7 Review of Context Aware System Implementations.- Part 3 Social Sensing Applications for Public Health.- Chapter 8 Types of Social Sensing Data.- Chapter 9 Social Data Analysis Techniques and Applications.- Chapter 10 Challenges and Limitations of Social Data Analysis Approaches.- Part 4 Reliability, Security and Privacy of Health Data.- Chapter 11 Quality of Service vs Quality of Experience for Real-time Smart Healthcare.- Chapter 12 Security and Privacy Issues of HealthData.- Chapter 13 Review of Performance Metrics and Corrective Measures for Health Data Analysis.

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Smart Bio-Physical Sensors;Internet of Things;Health Monitoring;Disease Prediction;Health Vitals;Posture;Machine Learning;Deep Learning;Security Attack;Threat Model