Machine learning and deep learning in medical data analytics and healthcare applications
- Author
- Om Prakash Jena, Bharat Bhushan, Utku Kose
- Publication Year
- 2022
- Publisher
- CRC Press
- Language
- English
- Document Type
- Book
- Faculty / Subject Heading
- Computer Science
- Download Book Read book
Introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms. Serving as a unique compendium of existing and emerging ML/DL paradigms for the healthcare sector, this book demonstrates the depth, breadth, complexity, and diversity of this multi-disciplinary area. It provides a comprehensive overview of ML/DL algorithms and explores the related use cases in enterprises such as computer-aided medical diagnostics, drug discovery and development, medical imaging, automation, robotic surgery, electronic smart records creation, outbreak prediction, medical image analysis, and radiation treatments.
Keywords: Artificial intelligence / Machine Learning / Medical care Technological innovations / Medical technology / Robotics in medicine / Bioinformatics / Computation / Healthcare Management / Healthcare Administration / Bioscience / Public Health Policy and Practice / Health and Social Care / Pattern Recognition
