Adwitiya Sinha, Megha Rathi
Chapman and Hall/CRC
July 30, 2019 Forthcoming
Reference - 272 Pages - 124 B/W Illustrations
ISBN 9780367030568 - CAT# K405452
For Instructors Request Inspection Copy
About the Book
The book provides details of applying intelligent mining techniques for extracting & pre-processing medical data from various sources, for application-based healthcare research. Moreover, different datasets are used, thereby exploring real-world case studies related to medical informatics. This book would provide insight to the learners about Machine Learning, Data Analytics, and Sustainable Computing.
Salient Features of the Book
This book is mainly targeted at researchers, undergraduate, postgraduate students, academicians, and scholars working in the area of data science and its application to health sciences. Also, the book is beneficial for engineers who are engaged in developing actual healthcare solutions.
1. Big Data Analysis in Healthcare 2. Smart EHR for Healthcare 3. Lifestyle Application for Visually Impaired 4. Classification of Genetic Mutation 5. MHealth: Community-based Android Application for Medical Services 6. Nanoemulsions: Status in Antimicrobial Therapy 7. Analysis of Air Quality and Impacts on Human Health 8. Brain Tumor Detection and Classification in MRI: Technique for Smart Healthcare Adaptation 9. Deep Strategies in Computer Assisted Diagnosis and Classification of Abnormalities in Medical Images 10. Major Histocompatibility Complex Binding and various health parameters analysis 11. Partial Digest Problem 12. Deep Learning for Next Generation Healthcare: A Survey of State-of-the-art and Research Prospects 13. Applications of Protein Nanoparticles as Drug Delivery Vehicle 14. Exploring Food Domain using Deep Neural Networks