000			02739nam a22002177a 4500
005			20231130152123.0
008			231111b |||||||| |||| 00| 0 eng d
020			_a9780367030568
082			_a610.285 _bSIN
245			_aSmart healthcare systems
260			_bCRC Press _aBoca Raton _c2020
300			_axiii, 233 p.
365			_aGBP _b125.00
500			_aTable of contents: 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
520			_aAbout the Book: The book provides details of applying intelligent mining techniques for extracting and 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: Exhaustive coverage of Data Analysis using R Real-life healthcare models for: Visually Impaired Disease Diagnosis and Treatment options Applications of Big Data and Deep Learning in Healthcare Drug Discovery Complete guide to learn the knowledge discovery process, build versatile real life healthcare applications Compare and analyze recent healthcare technologies and trends Target Audience: 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. (https://www.routledge.com/Smart-Healthcare-Systems/Sinha-Rathi/p/book/9780367030568#)
650			_aMedical informatics
650			_aArtificial intelligence--Medical applications _913887
700			_aSinha, Adwitiya [Editor] _913888
700			_aRathi, Megha [Editor] _913889
942			_cBK _2ddc
999			_c5626 _d5626