Data-Driven Approach for Bio-medical and Healthcare E-Book

• Herausgeber: Springer Nature Singapore
• Kategorie: Wissenschaft und neue Technologien
• Serie: Data-Intensive Research
• Sprache: Englisch

Veröffentlichungsjahr: 2022

Beschreibung

The book presents current research advances, both academic and industrial, in machine learning, artificial intelligence, and data analytics for biomedical and healthcare applications. The book deals with key challenges associated with biomedical data analysis including higher dimensions, class imbalances, smaller database sizes, etc. It also highlights development of novel pattern recognition and machine learning methods specific to medical and genomic data, which is extremely necessary but highly challenging. The book will be useful for healthcare professionals who have access to interesting data sources but lack the expertise to use data mining effectively.