Healthcare Solutions Using Machine Learning and Informatics

ISBN-13: 9781032201986 / Angielski / Twarda / 2022 / 264 str.

Opis

Focuses on fundamental concepts of gathering, processing, analyzing the dataset from rich healthcare and biomedical sources. Covers interdisciplinary techniques such as data science, deep learning, statistics, big data analytics, smart devices, computer vision and IoT.

Spis treści

1. Introduction to Artificial Intelligence in Healthcare 2. Machine Learning in Radio Imagining 3. Solutions Using Machine Learning for Diabetes 4. A Highly Reliable Machine Learning Algorithm for Cardiovascular Disease Prediction 5. Machine Learning Algorithm for Industry Using Image Sensing 6. Solutions Using Machine Learning For COVID-19 7. Big Data Analytics in Healthcare Data Processing 8. Reliable Biomedical Applications Using AI Models 9. Disease Detection Using Imaging Sensors, Deep Learning and Machine Learning for Smart Farming 10. IoT Application for Healthcare 11. Machine Learning Algorithm for Diabetes Disease Prediction 12. Use of Machine Learning in Healthcare