Deep learning in healthcare : paradigms and applications / Yen-Wei Chen, Lakhmi C. Jain, editors.
Chen, Yen-Wei, editor.; Jain, L. C., editor.
2020
R859.7.A78
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Deep learning in healthcare : paradigms and applications / Yen-Wei Chen, Lakhmi C. Jain, editors.
ISBN 9783030326067 (electronic book)
3030326063 (electronic book)
3030326055
9783030326050
Imprint Cham : Springer, ©2020.
Language English
Description 1 online resource (225 pages).
Call Number R859.7.A78
Dewey Decimal Classification 610.28563
Summary This book provides a comprehensive overview of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, state-of-the-art DL methods for medical image analysis and real-world, deep learning-based clinical computer-aided diagnosis systems. Deep learning (DL) is one of the key techniques of artificial intelligence (AI) and today plays an important role in numerous academic and industrial areas. DL involves using a neural network with many layers (deep structure) between input and output, and its main advantage of is that it can automatically learn data-driven, highly representative and hierarchical features and perform feature extraction and classification on one network. DL can be used to model or simulate an intelligent system or process using annotated training data. Recently, DL has become widely used in medical applications, such as anatomic modelling, tumour detection, disease classification, computer-aided diagnosis and surgical planning. This book is intended for computer science and engineering students and researchers, medical professionals and anyone interested using DL techniques.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed December 4, 2019).
Added Author Chen, Yen-Wei, editor.
Jain, L. C., editor.
Series Intelligent systems reference library ; v. 171.
Available in Other Form Deep Learning in Healthcare : Paradigms and Applications
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Medical Image Detection Using Deep Learning
Medical Image Segmentation Using Deep Learning
Medical Image Classification Using Deep Learning.

Browse Subjects

Show more subjects...

Statistics

from
to
Export