Machine learning in healthcare : Fundamentals and recent applications
- المؤلف
- Bikesh Kumar Singh, G.R. Sinha
- سنة النشر
- 2022
- الناشر
- CRC Press
- لغة الملف
- انكليزي
- نوع الملف
- Book
- تصنيف الكتاب
- Computer Science
- تحميل الكتاب قراءة الكتاب
Discusses how to build various ML algorithms and how they can be applied to improve healthcare systems. Healthcare applications of AI are innumerable: medical data analysis, early detection and diagnosis of disease, providing objective-based evidence to reduce human errors, curtailing inter- and intra-observer errors, risk identification and interventions for healthcare management, real-time health monitoring, assisting clinicians and patients for selecting appropriate medications, and evaluating drug responses. Extensive demonstrations and discussion on the various principles of machine learning and its application in healthcare is provided, along with solved examples and exercises.
الكلمات المفتاحية: 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
