Goel N Internet of Things enabled Machine Learning for Biomedical App 2024
General:
Name: Goel N Internet of Things enabled Machine Learning for Biomedical App 2024
Format: pdf
Size: 14.08 MB
Book:
Title: Internet of Things enabled Machine Learning for Biomedical Applications
Author: Neha Goel
Language: angielski
Year: 2024
Subjects: Medicine & Nursing, Medicine, Basic Sciences, Biomedical Technology & Engineering
Publisher: CRC Press
ISBN: 9781040097663
Total pages: 427
Description:
The text begins by highlighting the benefits of the Internet of Things-enabled machine learning in the healthcare sector, examines the diagnosis of diseases using machine learning algorithms, and analyzes security and privacy issues in the healthcare systems using the Internet of Things. The text elaborates on image processing implementation for medical images to detect and classify diseases based on magnetic resonance imaging and ultrasound images.
This book:
- Covers the procedure to recognize emotions using image processing and the Internet of Things-enabled machine learning
- Highlights security and privacy issues in the healthcare system using the Internet of Things
- Discusses classification and implementation techniques of image segmentation
- Explains different algorithms of machine learning for image processing in a comprehensive manner
- Provides computational intelligence on the Internet of Things for future biomedical applications including lung cancer
It is primarily written for graduate students and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and biomedical engineering.
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