Multimodality Imaging, Volume 1

Jasjit S Suri, Mainak Biswas

ISBN 10: 0750322454 / ISBN 13: 9780750322454

Published by Institute of Physics Publishing, 2022

About this Item

Seller Inventory # LU-9780750322454

Bibliographic Details

• Title: Multimodality Imaging, Volume 1
• Publisher: Institute of Physics Publishing
• Publication Date: 2022
• Language: English
• ISBN 10: 0750322454
• ISBN 13: 9780750322454
• Binding: Paperback
• Condition: New
• Weight: 617 grams

About this title

Synopsis

This research and reference text explores the finer details of Deep Learning models. It provides a brief outline on popular models including convolution neural networks (CNN), deep belief networks (DBN), autoencoders, residual neural networks (Res Nets). The text discusses some of the Deep Learning-based applications in gene identification. Sections in the book explore the foundation and necessity of deep learning in radiology, the application of deep learning in the area of cardiovascular imaging and deep learning applications in the area of fatty liver disease characterization and COVID19, respectively.

This reference text is highly relevant for medical professionals and researchers in the area of AI in medical imaging.

Key Features:

• Discusses various diseases related to lung, heart, peripheral arterial imaging, as well as gene expression characterization and classification

• Explores imaging applications, their complexities and the Deep Learning models employed to resolve them in detail

• Provides state-of-the-art contributions while addressing doubts in multimodal research

• Details the future of deep learning and big data in medical imaging