Biomedical Texture Analysis - Fundamentals, Tools and Challenges (Paperback)

Biomedical Texture Analysis: Fundamentals, Applications, Tools and Challenges describes the fundamentals and applications of biomedical texture analysis (BTA) for precision medicine. It defines what biomedical textures (BTs) are and why they require specific image analysis design approaches when compared to more classical computer vision applications. The fundamental properties of BTs are given to highlight key aspects of texture operator design, providing a foundation for biomedical engineers to build the next generation of biomedical texture operators. Examples of novel texture operators are described and their ability to characterize BTs are demonstrated in a variety of applications in radiology and digital histopathology. Recent open-source software frameworks which enable the extraction, exploration and analysis of 2D and 3D texture-based imaging biomarkers are also presented. This book provides a thorough background on texture analysis for graduate students and biomedical engineers from both industry and academia who have basic image processing knowledge. Medical doctors and biologists with no background in image processing will also find available methods and software tools for analyzing textures in medical images.

General

Imprint:	Academic Press Inc
Country of origin:	United States
Series:	The MICCAI Society book Series
Release date:	August 2017
First published:	2018
Editors:	Adrien Depeursinge • Omar S Al-Kadi • J Ross Mitchell
Dimensions:	235 x 191 x 27mm (L x W x T)
Format:	Paperback
Pages:	430
ISBN-13:	978-0-12-812133-7
Categories:	Books > Medicine > General issues > Medical equipment & techniques > General Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision
LSN:	0-12-812133-5
Barcode:	9780128121337

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