Biomedical texture analysis : fundamentals, tools and challenges /: fundamentals, tools and challenges. (2017)

• Record Type: Book
• Further Information: Note: Edited by Adrien Depeursinge, Omar S. Al-Kadi, J. Ross Mitchell.
• Editors: Depeursinge, Adrien; Al-kadi, Omar S; Mitchell, J. Ross
• Contents: 1. Fundamentals of Texture Processing for Biomedical Image Analysis 2. Multi-Scale and Multi-Directional Biomedical Texture Analysis 3. Biomedical Texture Operators and Aggregation Functions 4. Deep Learning in Texture Analysis and its Application to Tissue Image Classification 5. Fractals for Biomedical Texture Analysis 6. Handling of Feature Space Complexity for Texture Analysis in Medical Images 7. Rigid Motion Invariant Classification of 3D Textures 8. An Introduction to Radiomics: An Evolving Cornerstone of Precision Medicine 9. Deep Learning Techniques on Texture Analysis of Chest and Breast Images 10. Analysis of Histopathology Images 11. MaZda - a Framework for Biomedical Image Texture Analysis and Data Exploration 12. QuantImage - An Online Tool for High-Throughput 3D Radiomics Feature Extraction in PET-CT 13. Web-Based Tools for Exploring the Potential of Quantitative Imaging Biomarkers in Radiology
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 616.0754; Diagnostic imaging; Image processing; Image analysis
• Languages: English
• ISBNs: 9780128123218
• Related ISBNs: 9780128121337
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.