The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher entering the field.

It fully describes three key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect, and prognostic evaluation, which make radiomics a powerful tool in the clinical setting.

This book is a very useful resource for scientists and computer engineers in machine learning and medical image analysis, scientists focusing on antineoplastic drugs, and radiologists, pathologists, oncologists, as well as surgeons wanting to understand radiomics and its potential in clinical practice.

An introduction to the concepts of radiomics
In-depth presentation of the core technologies and methods
Summary of current radiomics research, perspective on the future of radiomics and the challenges ahead
An introduction to several platforms that are planned to be built: cooperation, data sharing, software, and application platforms

Frequently asked questions

Simply head over to the account section in settings and click on “Cancel Subscription” - it’s as simple as that. After you cancel, your membership will stay active for the remainder of the time you’ve paid for. Learn more here.

At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.

Both plans give you full access to the library and all of Perlego’s features. The only differences are the price and subscription period: With the annual plan you’ll save around 30% compared to 12 months on the monthly plan.

We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.

Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.

Yes, you can access Radiomics and Its Clinical Application by Jie Tian,Di Dong,Zhenyu Liu,Jingwei Wei in PDF and/or ePUB format, as well as other popular books in Informatica & Media digitali. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Academic Press

Year

2021

ISBN

9780128181027

Topic

Informatica

Subtopic

Media digitali

Cover image
Title page
Table of Contents
The Elsevier and Miccai Society Book Series
Copyright
Biographies
Preface
Chapter 1. Introduction
Chapter 2. Key technologies and software platforms for radiomics
Chapter 3. Precision diagnosis based on radiomics
Chapter 4. Treatment evaluation and prognosis prediction using radiomics in clinical practice
Chapter 5. Summary and prospects
Index