Deep Learning for Biomedical Applications
1st Edition
Published on 19. July 2021
364 pages
978-1-000-40642-9 (ISBN)
Description
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.
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.
More details
Series
Edition
1. Auflage
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
Professional and scholarly
Illustrations
56 Tables, black and white; 81 Line drawings, black and white; 43 Halftones, black and white; 124 Illustrations, black and white
File size
22,29 MB
ISBN-13
978-1-000-40642-9 (9781000406429)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Utku Kose | Omer Deperlioglu | D. Jude Hemanth
Deep Learning for Biomedical Applications
Book
10/2024
1st Edition
CRC Press
€64.00
Shipment within 10-20 days
Utku Kose | Omer Deperlioglu | D. Jude Hemanth
Deep Learning for Biomedical Applications
Book
07/2021
1st Edition
CRC Press
€193.50
Shipment within 15-20 days
Book
07/2021
CRC Press
Unfortunately, price unknown
Available (delivery time upon request)
Persons
Utku Kose, Omer Deperlioglu, D. Jude Hemanth
Content
1. Disease Diagnosis with Deep Learning. 2. Medical Image Analysis with Deep Learning. 3. Medical Image Registration with Deep Learning. 4. Medical Data Synthesis with Deep Learning. 5. Genomics with Deep Learning. 6. Patient Care and Treatment with Deep Learning. 7. Hybrid Intelligent Deep Learning Oriented Systems for Biomedical. 8. Deep Learning Oriented Robotics for Biomedical. 9. Deep Learning Based Autonomous Biomedical Solutions. 10. Specific Use of Deep Learning Techniques (CNN, LSTM...etc.) for Biomedical. 11. Compare of Deep Learning with Traditional Solutions for Biomedical.
