
Title:
Advanced healthcare systems : empowering physicians with IoT-enable technologies
Author:
Tanwar, Rohit, editor.
ISBN:
9781119769293
9781119769279
9781119769286
Physical Description:
1 online resource.
Series:
Artificial Intelligence and Soft Computing for Industrial Transformation
Artificial intelligence and soft computing for industrial transformation.
Contents:
Front Matter -- Internet of Medical Things-State-of-the-Art / Kishor Joshi, Ruchi Mehrotra -- Issues and Challenges Related to Privacy and Security in Healthcare Using IoT, Fog, and Cloud Computing / Hritu Raj, Mohit Kumar, Prashant Kumar, Amritpal Singh, Om Prakash Verma -- Study of Thyroid Disease Using Machine Learning / Shanu Verma, Rashmi Popli, Harish Kumar -- A Review of Various Security and Privacy Innovations for IoT Applications in Healthcare / Abhishek Raghuvanshi, Umesh Kumar Singh, Chirag Joshi -- Methods of Lung Segmentation Based on CT Images / Amit Verma, Thipendra P Singh -- Handling Unbalanced Data in Clinical Images / Amit Verma -- IoT-Based Health Monitoring System for Speech-Impaired People Using Assistive Wearable Accelerometer / Ishita Banerjee, P Madhumathy -- Smart IoT Devices for the Elderly and People with Disabilities / K N D Saile, Kolisetti Navatha -- IoT-Based Health Monitoring and Tracking System for Soldiers / N Kavitha, P Madhumathy -- Cloud-IoT Secured Prediction System for Processing and Analysis of Healthcare Data Using Machine Learning Techniques / G K Kamalam, S Anitha -- CloudIoT-Driven Healthcare: Review, Architecture, Security Implications, and Open Research Issues / Junaid Latief Shah, Heena Farooq Bhat, Asif Iqbal Khan -- A Novel Usage of Artificial Intelligence and Internet of Things in Remote-Based Healthcare Applications / V Arulkumar, D Mansoor Hussain, S Sridhar, P Vivekanandan -- Use of Machine Learning in Healthcare / V Lakshman Narayana, R S M Lakshmi Patibandla, B Tarakeswara Rao, Arepalli Peda Gopi -- Methods of MRI Brain Tumor Segmentation / Amit Verma -- Early Detection of Type 2 Diabetes Mellitus Using Deep Neural Network-Based Model / Varun Sapra, Luxmi Sapra -- A Comprehensive Analysis on Masked Face Detection Algorithms / Pranjali Singh, Amitesh Garg, Amritpal Singh -- IoT-Based Automated Healthcare System / Darpan Anand, Aashish Kumar -- Index
Abstract:
This book offers a complete package involving the incubation of machine learning, AI, and IoT in healthcare that is beneficial for researchers, healthcare professionals, scientists, and technologists. The applications and challenges of machine learning and artificial intelligence in the Internet of Things (IoT) for healthcare applications are comprehensively covered in this book. IoT generates big data of varying data quality; intelligent processing and analysis of this big data are the keys to developing smart IoT applications, thereby making space for machine learning (ML) applications. Due to its computational tools that can substitute for human intelligence in the performance of certain tasks, artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Since IoT platforms provide an interface to gather data from various devices, they can easily be deployed into AI/ML systems. The value of AI in this context is its ability to quickly mesh insights from data and automatically identify patterns and detect anomalies in the data that smart sensors and devices generate - information such as temperature, pressure, humidity, air quality, vibration, and sound - that can be really helpful to rapid diagnosis.
Local Note:
John Wiley and Sons
Genre:
Added Author:
Electronic Access:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119769293Copies:
Available:*
Library | Material Type | Item Barcode | Shelf Number | Status | Item Holds |
|---|---|---|---|---|---|
Searching... | E-Book | 597375-1001 | R859.7 .A78 | Searching... | Searching... |
