Computational Intelligence and Modelling Techniques for Disease Detection in Mammogram Images is popular PDF and ePub book, written by D. Jude Hemanth in 2023-11-16, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Computational Intelligence and Modelling Techniques for Disease Detection in Mammogram Images can be Read Online from any device for your convenience.
Computational Intelligence and Modelling Techniques for Disease Detection in Mammogram Images Book PDF Summary
Computational Intelligence and Modelling Techniques for Disease Detection in Mammogram Images comprehensively examines the wide range of AI-based mammogram analysis methods for medical applications. Beginning with an introductory overview of mammogram data analysis, the book covers the current technologies such as ultrasound, molecular breast imaging (MBI), magnetic resonance (MR), and Positron Emission mammography (PEM), as well as the recent advancements in 3D breast tomosynthesis and 4D mammogram. Deep learning models are presented in each chapter to show how they can assist in the efficient processing of breast images. The book also discusses hybrid intelligence approaches for early-stage detection and the use of machine learning classifiers for cancer detection, staging and density assessment in order to develop a proper treatment plan. This book will not only aid computer scientists and medical practitioners in developing a real-time AI based mammogram analysis system, but also addresses the issues and challenges with the current processing methods which are not conducive for real-time applications. Presents novel ideas for AI based mammogram data analysis Discusses the roles deep learning and machine learning techniques play in efficient processing of mammogram images and in the accurate defining of different types of breast cancer Features dozens of real-world case studies from contributors across the globe
Detail Book of Computational Intelligence and Modelling Techniques for Disease Detection in Mammogram Images PDF
- Author : D. Jude Hemanth
- Release : 16 November 2023
- Publisher : Elsevier
- ISBN : 9780443140006
- Genre : Computers
- Total Page : 350 pages
- Language : English
- PDF File Size : 15,9 Mb
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