Pattern Classification of Medical Images: Computer Aided Diagnosis /

Pattern Classification of Medical Images: Computer Aided Diagnosis /

Detalles Bibliográficos
Autores principales: Yin, Xiao-Xia. (Autor), Hadjiloucas, Sillas. (Autor), Zhang, Yanchun. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Colección:Health Information Science,
Materias:
Optical data processing.
Signal processing.
Image processing.
Speech processing systems.
Health informatics.
Biomedical engineering.
Image Processing and Computer Vision.
Signal, Image and Speech Processing.
Health Informatics.
Biomedical Engineering and Bioengineering.
Tabla de Contenidos:
  • 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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