Pattern Classification of Medical Images: Computer Aided Diagnosis

Häftad, Engelska, 2018

Av Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang

1 449 kr

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This book presents advances in biomedical imaging analysis and processing techniques using time dependent medical image datasets for computer aided diagnosis.

Produktinformation

Utgivningsdatum2018-08-02
Mått155 x 235 x 13 mm
Vikt359 g
FormatHäftad
SpråkEngelska
SerieHealth Information Science
Antal sidor218
FörlagSpringer International Publishing AG
ISBN9783319860619

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Systemvetenskap och AI inom Data och it
Biomedicinsk teknik inom Medicin
Elektronik och kommunikationer inom Naturvetenskap och teknik

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.

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