Disease Prediction using Machine Learning, Deep Learning and Data Analytics. E-book. Formato EPUB - 9789815179125

Disease Prediction using Machine Learning, Deep Learning and Data Analytics. E-book. Formato EPUB. This book is a comprehensive review of technologies and data in healthcare services. It features a compilation of 10 chapters that inform readers about the recent research and developments in this field. Each chapter focuses on a specific aspect of healthcare services, highlighting the potential impact of technology on enhancing practices and outcomes.<br/> <br/>The main features of the book include 1) referenced contributions from healthcare and data analytics experts, 2) a broad range of topics that cover healthcare services, and 3) demonstration of deep learning techniques for specific diseases.<br/> <br/> <br/> <br/>Key topics:<br/> <br/>- Federated learning in analysis of sensitive healthcare data while preserving privacy and security.<br/> <br/>- Artificial intelligence for 3-D bone image reconstruction.<br/> <br/>- Detection of disease severity and creating personalized treatment plans using machine learning and software tools<br/> <br/>- Case studies for disease detection methods for different disease and conditions, including dementia, asthma, eye diseases<br/> <br/>- Brain-computer interfaces<br/> <br/>- Data mining for standardized electronic health records<br/> <br/>- Data collection, management, and analysis in epidemiological research<br/> <br/> <br/> <br/>The book is a resource for learners and professionals in healthcare service training programs and health administration departments.<br/> <br/> <br/> <br/>Readership<br/><br/>Learners and professionals in healthcare service training programs and health administration departments.