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Benign / Malignant Tissues Classification: Methods,concepts and System for Tissue Recognition
Loay Edwar George
Benign / Malignant Tissues Classification: Methods,concepts and System for Tissue Recognition
Loay Edwar George
Breast cancer has become a major health problem over the last 50 years; it is a leading cause of cancer-related death in women population today. However, if breast abnormalities are detected and diagnoses are made at early stages, studies show that the chances of survival can be greatly improved. In this work, multi-scale fractal dimension is used to derive a set of textural features in order to perform texture analysis on breast tissues samples. The box counting method was used to estimate the multi fractal dimensions. The feed forward neural network is used to classify different types of breast tissues according to the extracted fractal dimension vectors.
Media | Książki Paperback Book (Książka z miękką okładką i klejonym grzbietem) |
Wydane | 7 lutego 2013 |
ISBN13 | 9783659328152 |
Wydawcy | LAP LAMBERT Academic Publishing |
Strony | 112 |
Wymiary | 150 × 7 × 226 mm · 176 g |
Język | English |
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