Faithin Omaha eBook Collection

Download or read book Data-Driven Approach for Bio-medical and Healthcare written by Nilanjan Dey and published by Springer Nature. This book was released on 2022-10-27 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.