Deep learning for biomedical applications /
edited by Utku Kose, Omer Deperlioglu, and D. Jude Hemanth.
- 1 online resource.
- Artificial intelligence (AI): elementary to advanced practices .
"This book is a detailed reference on biomedical applications using Deep Learning. Because Deep Learning is an important actor shaping the future of Artificial Intelligence, its specific and innovative solutions for both medical and biomedical are very critical. This book provides a recent view of research works on essential, and advanced topics. The book offers detailed information on the application of Deep Learning for solving biomedical problems. It focuses on different types of data (i.e. raw data, signal-time series, medical images) to enable readers to understand the effectiveness and the potential. It includes topics such as disease diagnosis, image processing perspectives, and even genomics. It takes the reader through different sides of Deep Learning oriented solutions. The specific and innovative solutions covered in this book for both medical and biomedical applications are critical to scientists, researchers, practitioners, professionals, and educations who are working in the context of the topics"--
0367855615 9780367855611 9781000406436 1000406431 9781000406429 1000406423
10.1201/9780367855611 doi
Diagnostic imaging--Data processing.
Image analysis.
Artificial intelligence--Medical applications.
COMPUTERS / Neural Networks
COMPUTERS / Database Management / Data Mining
RC78.7.D53
616.07/54
"This book is a detailed reference on biomedical applications using Deep Learning. Because Deep Learning is an important actor shaping the future of Artificial Intelligence, its specific and innovative solutions for both medical and biomedical are very critical. This book provides a recent view of research works on essential, and advanced topics. The book offers detailed information on the application of Deep Learning for solving biomedical problems. It focuses on different types of data (i.e. raw data, signal-time series, medical images) to enable readers to understand the effectiveness and the potential. It includes topics such as disease diagnosis, image processing perspectives, and even genomics. It takes the reader through different sides of Deep Learning oriented solutions. The specific and innovative solutions covered in this book for both medical and biomedical applications are critical to scientists, researchers, practitioners, professionals, and educations who are working in the context of the topics"--
0367855615 9780367855611 9781000406436 1000406431 9781000406429 1000406423
10.1201/9780367855611 doi
Diagnostic imaging--Data processing.
Image analysis.
Artificial intelligence--Medical applications.
COMPUTERS / Neural Networks
COMPUTERS / Database Management / Data Mining
RC78.7.D53
616.07/54