Pattern classification of biomedical image time-series : computer aided diagnosis /: computer aided diagnosis. (2017)

• Record Type: Book
• Further Information: Note: Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang.
• Other Names: Yin, Xiao-Xia; Hadjiloucas, Sillas; Zhang, Yanchun
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 616.07/54; Computer science; Diagnostic imaging -- Digital techniques; Pattern recognition systems; HEALTH & FITNESS -- Diseases -- General; MEDICAL -- Clinical Medicine; MEDICAL -- Diseases; MEDICAL -- Evidence-Based Medicine; MEDICAL -- Internal Medicine; Diagnostic imaging -- Digital techniques; Pattern recognition systems; Technology & Engineering -- Electronics -- General; Medical -- General; Technology & Engineering -- Engineering (General); Imaging systems & technology; Health & safety aspects of IT; Biomedical engineering; Computer vision; Medical records -- Data processing; Biomedical engineering; Computers -- Computer Graphics; Image processing; Electronic books
• Languages: English
• ISBNs: 9783319570273; 3319570277
• Related ISBNs: 9783319570266; 3319570269
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed July 11, 2017).
• 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.