Description
Taylor and Francis Ltd Machine Learning, Deep Learning, Big Data, and Internet of Things for Healthcare 1st Edition 2022 Hardbound by Patel, Govind Singh
This book reviews that narrate the development of current technologies under the theme of the emerging concept of healthcare, specifically in terms of what makes healthcare more efficient and effective with the help of high-precision algorithms. The mechanism that drives it is machine learning, deep learning, big data, and Internet of Things (IoT)-the scientific field that gives machines the ability to learn without being strictly programmed. It has emerged together with big data technologies and high-performance computing to create new opportunities to unravel, quantify, and understand data-intensive processes in healthcare operational environments.This book offers comprehensive coverage of the most essential topics, including:Introduction to e-monitoring for healthcareCase studies based on big data and healthcareIntelligent learning analytics in healthcare sectors using machine learning and IoTIdentifying diseases and diagnosis using machine learning and IoTDeep learning architecture and framework for healthcare using IoTKnowledge discovery from big data of healthcare-related processingBig data and IoT in healthcareRole of IoT in sustainable healthcareA heterogeneous IoT-based application for remote monitoring of physiological and environmental parameters Chapter 1 Introduction to E-Monitoring for HealthcareSeema Nayak, Shamla Mantri, Manoj Nayak, and Amrita RaiChapter 2 Case Study-Based Big Data and IoT in Healthcare Arun Kumar Garov and A.K. AwasthiChapter 3 Intelligent Learning Analytics in the Healthcare Sector Using Machine Learning and IoT Kundankumar Rameshwar Saraf and P. MalathiChapter 4 Influence of AI and Machine Learning to Empower the Healthcare Sector Sumit Koul, Bharti Koul, and Bhawna BakshiChapter 5 Real-Time IoT-Based Online Analysis to Improve Performance of PV Solar System for Medical Emergencies Lokesh Varshney, Kanhaiya Kumar, Snigdha Sharma, and Dinesh SinghChapter 6 Major Depressive Disorder Detection and Monitoring Using Smart Wearable Devices with Multi-Feature Sensing Shamla Mantri, Seema Nayak, Ritom Gupta, Pranav Bakre, Pratik Gorade, and Vign esh IyerChapter 7 IoT in the Healthcare Sector A.K. Awasthi, Sanjeev Kumar, and Arun Kumar GarovChapter 8 The Role of IoT in Sustainable Healthcare Ashish Mulajkar, Sanjeet K Sinha, Vinod Bharat, Arundoy Lenka, and Govind Sing h PatelChapter 9 EMG-Based Robot Control Human Interfaces for HospitalsGovind Sing h Patel, Dhiraj Gupta, Baibaswata Mohapatra, and Sunil Kumar ChaudharyChapter 10 Performance Analysis of Adaptive Cruise Control Using Arduino for Healthcare Manish Pakhira, Rupali Shrivastava, Vishesh Kumar Mishra, and Lokesh Varshney