Disease Prediction using Machine Learning, Deep Learning and Data Analytics - Brossura

Rani, Geeta

Brossura

ISBN 10: 9815179144 ISBN 13: 9789815179149

Casa editrice: Bentham Science Publishers, 2024

Riassunto

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.

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.

Key topics:

- Federated learning in analysis of sensitive healthcare data while preserving privacy and security.

- Artificial intelligence for 3-D bone image reconstruction.

- Detection of disease severity and creating personalized treatment plans using machine learning and software tools

- Case studies for disease detection methods for different disease and conditions, including dementia, asthma, eye diseases

- Brain-computer interfaces

- Data mining for standardized electronic health records

- Data collection, management, and analysis in epidemiological research

The book is a resource for learners and professionals in healthcare service training programs and health administration departments.

Dettagli dell'edizione

• Editore: Bentham Science Publishers
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 9815179144
• ISBN 13: 9789815179149
• Rilegatura: Copertina flessibile
• Numero di pagine: 194
• Redattore: Dhaka Vijaypal Singh, Tiwari Pradeep Kumar
• Contatto del produttore: Manufactured by Amazon on behalf of the author; https://www.amazon.it/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Lussemburgo