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In the field of medical imaging, the traditional local binary pattern (LBP) and its improved algorithms are often sensitive to noise. Traditional LBPs are solely based on the signal information from local differences, and the binary quantization method oversimplifies the local texture features while disregarding the imaging information from the concaveconvex regions between the high-order pixels and...
Number of mitotic cells in histopathology images of breast cancer is graded as one of three important factors for this cancer. In this paper, an automatic system is presented to assist pathologists in the diagnosis and mitotic cell counting in less time to overcome two major challenges in this context. The first challenge is the large variety in the structure of mitotic cells and the other is the...
Nowadays, pathologist« grade breast cancer histopathology slides by microscopes based on Nottingham as an international standard. The mitotic counting is one of the three scoring criteria in Nottingham standard for breast cancer grading based on histopathology slide image studies. Large number of non-mitosis organs, which exists in histopathology slide tissue, is one of the most important challenges...
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