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Mitosis Detection in Breast Cancer Images by Luisa Arias is a document available to read on EtoBox.
What is Mitosis Detection in Breast Cancer Images about?
The paper presents an automated technique for detecting mitosis in breast cancer histopathology images using a combination of statistical, shape, and color-based features, with Support Vector Machine (SVM) for classification. The proposed method demonstrates superior performance on the MITOS dataset, achieving precision, recall, and F-measure scores of 0.80, 0.90, and 0.85, respectively. This research contributes to the field of medical imaging by enhancing the accuracy of mitotic cell detection, which is c
- Author
- Luisa Arias
- Language
- EN