Pattern Classification of Medical Images: Computer Aided Diagnosis

• Κύριοι συγγραφείς: Yin, Xiao-Xia (Συγγραφέας), Hadjiloucas, Sillas (Συγγραφέας), Zhang, Yanchun (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Health Information Science,
• Θέματα: Computer science.; Health informatics.; Image processing.; Biomedical engineering.; Computer Science.; Image Processing and Computer Vision.; Signal, Image and Speech Processing.; Health Informatics.; Biomedical Engineering.

This book presents advances in biomedical imaging analysis and processing techniques using time dependent medical image datasets for computer aided diagnosis. The analysis of time-series images is one of the most widely appearing problems in science, engineering, and business. In recent years this p...

Πίνακας περιεχομένων:

• 1 Introduction and Motivation for Conducting Medical Image Analysis
• 2 Overview of clinical applications using THz pulse imaging, MRI, OCT and fundus imaging
• 3 Recent Advances in Medical Data Preprocessing and Feature Extraction Techniques
• 4 Pattern Classification
• 5 Introduction to MRI Time Series Image Analysis Techniques
• 6 Outlook for Clifford Algebra Based Feature and Deep Learning AI Architectures
• 7 Concluding remarks.