Smart healthcare systems [electronic resource] /
edited by Adwitiya Sinha and Megha Rathi.
- 1 online resource
About 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.
9780429671777 0429671776 9780429020575 0429020570 9780429668791 0429668791 9780429670282 0429670281
10.1201/9780429020575 doi
Artificial intelligence--Medical applications.
Medical informatics.
COMPUTERS / General
COMPUTERS / Computer Graphics / Game Programming & Design
COMPUTERS / Database Management / General
R859.7.A78 / S63 2019
610.285
About 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.
9780429671777 0429671776 9780429020575 0429020570 9780429668791 0429668791 9780429670282 0429670281
10.1201/9780429020575 doi
Artificial intelligence--Medical applications.
Medical informatics.
COMPUTERS / General
COMPUTERS / Computer Graphics / Game Programming & Design
COMPUTERS / Database Management / General
R859.7.A78 / S63 2019
610.285