Healthcare Solutions Using Machine Learning and Informatics
Editat de Punit Gupta, Dinesh Kumar Saini, Rohit Vermaen Limba Engleză Hardback – 21 oct 2022
The wide variety of topics covered include:
- Artificial Intelligence in healthcare
- Machine learning solutions for such disease as diabetes, arthritis, cardiovascular disease, and COVID-19
- Big data analytics solutions for healthcare data processing
- Reliable biomedical applications using AI models
- Intelligent IoT in healthcare
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Specificații
ISBN-13: 9781032201986
ISBN-10: 1032201983
Pagini: 266
Ilustrații: 70 Line drawings, color; 12 Line drawings, black and white; 14 Halftones, color; 8 Halftones, black and white; 84 Illustrations, color; 20 Illustrations, black and white
Dimensiuni: 156 x 234 x 16 mm
Greutate: 0.57 kg
Ediția:1
Editura: CRC Press
Colecția Auerbach Publications
ISBN-10: 1032201983
Pagini: 266
Ilustrații: 70 Line drawings, color; 12 Line drawings, black and white; 14 Halftones, color; 8 Halftones, black and white; 84 Illustrations, color; 20 Illustrations, black and white
Dimensiuni: 156 x 234 x 16 mm
Greutate: 0.57 kg
Ediția:1
Editura: CRC Press
Colecția Auerbach Publications
Cuprins
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
Notă biografică
Dr. Punit Gupta is an Associate Professor in the Department of Computer and Communication Engineering at Manipal University, Jaipur, India.
Dr. Dinesh Kumar Saini is a Professor in the Department of Computer and Communication Engineering at Manipal University, Jaipur, India.
Dr. Rohit Verma is affiliated with the INSIGHT Research Lab SFI, Dublin City University, Dublin, Ireland.
Dr. Dinesh Kumar Saini is a Professor in the Department of Computer and Communication Engineering at Manipal University, Jaipur, India.
Dr. Rohit Verma is affiliated with the INSIGHT Research Lab SFI, Dublin City University, Dublin, Ireland.
Descriere
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.