Detection of Non-Melanoma Skin Cancer Using Texture Analysis: Design and Implementation by Nabeel Rasheed, PDF

Detection of Non-Melanoma Skin Cancer Using Texture Analysis: Design and Implementation

  • Title: Detection of Non-Melanoma Skin Cancer Using Texture Analysis: Design and Implementation
  • Autor: Nabeel Rasheed
  • Publisher (Publication Date): LAP LAMBERT Academic Publishing (November 27, 2014)
  • Language: English
  • ISBN-10: |
  • ISBN-13: |
  • File Format: EPUB, PDF

 
Today, cancer constitutes a major health problem. Approximately one out of every two men and one out of every three women get cancer at some point during their lifetime. The chance of curing cancer primarily relies on its early diagnosis and the selection of its treatment depends on its malignancy level. Skin cancer is the most common form of human cancer. The annual rates of all forms of skin cancer are increasing each year. This book is aimed to develop a system that determines whether a given skin lesion microscopic image is normal, or benign tumor, or malignant tumor which can be squamous cell carcinoma, or basal cell carcinoma (the two leading skin cancer types).The proposed system passes through two main phases: training phase and testing phase. For both of them, the system implies three main stages (i.e., pre-processing, partitioning & feature extraction).In this research work, two recognition systems have been employed. The first system is based on using minimum distance classification method (MDC) to make recognition decision, while the second was based on the feed forward neural network.

No reviews

Comments:


Related posts

The Future Information Society:Social and Technological Problems (World Scientific Series in Information Studies) by Mark Burgin, PDF
Current Challenges in Patent Information Retrieval (The Information Retrieval Series) by Anthony J. Trippe, PDF 3662538164
Where Data Is Wealth: Profiting from data storage in a digital society by Bruce Daley, PDF 0957410522
Emotions, Technology, and Behaviors (Emotions and Technology) by Dorothy L. Espelage, PDF 0128018739
Microsoft HoloLens Developer’s Guide by Dennis Vroegop, PDF 1786460858
Modeling and Simulating Software Architectures: The Palladio Approach (MIT Press) by Klaus Krogmann, PDF 026203476X

Leave a Reply

Your email address will not be published. Required fields are marked *