Mitotic Cell Detection in Breast Histopathology Image: a review
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2020
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my.unimap-690232020-12-16T08:26:02Z Mitotic Cell Detection in Breast Histopathology Image: a review Tan Xiao, Jian Nazahah, Mustafa Mohd Yusoff, Mashor Khairul Shakir, Ab Rahman nazahah@unimap.edu.my Mitotic assessment Breast histopathology Mitotic cell detection Link to publisher's homepage at https://iopscience.iop.org/ Mitotic assessment is one of the critical features in the Nottingham Histological Grading (NHG) system for breast cancer grading. In recent years, rapid development in the performance of mounted camera, computer processing power, and data processing speed have fostered the research interest in detection of mitotic cells using image processing techniques. This paper is meant as an introduction of the recent methods and approaches specifically in detection of mitotic cells for the non-experts. It starts with overview of the grading system, online dataset, and the recent proposed methods in each step (i.e., color normalization, nuclei detection, feature extraction, and classification) of the mitotic cell assessment procedure. A brief discussion and the open problems pertinent to the established works were presented at the end of this paper. 2020-12-16T08:26:02Z 2020-12-16T08:26:02Z 2019 Article Journal of Physics: Conference Series, vol.1372, 2019, 6 pages 1742-6588 (print) 1742-6596 (online) http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69023 https://iopscience.iop.org/article/10.1088/1742-6596/1372/1/012026/pdf en International Conference on Biomedical Engineering (ICoBE); IOP Publishing |
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Malaysia |
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Universiti Malaysia Perlis |
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| language |
English |
| topic |
Mitotic assessment Breast histopathology Mitotic cell detection |
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Mitotic assessment Breast histopathology Mitotic cell detection Tan Xiao, Jian Nazahah, Mustafa Mohd Yusoff, Mashor Khairul Shakir, Ab Rahman Mitotic Cell Detection in Breast Histopathology Image: a review |
| description |
Link to publisher's homepage at https://iopscience.iop.org/ |
| author2 |
nazahah@unimap.edu.my |
| author_facet |
nazahah@unimap.edu.my Tan Xiao, Jian Nazahah, Mustafa Mohd Yusoff, Mashor Khairul Shakir, Ab Rahman |
| format |
Article |
| author |
Tan Xiao, Jian Nazahah, Mustafa Mohd Yusoff, Mashor Khairul Shakir, Ab Rahman |
| author_sort |
Tan Xiao, Jian |
| title |
Mitotic Cell Detection in Breast Histopathology Image: a review |
| title_short |
Mitotic Cell Detection in Breast Histopathology Image: a review |
| title_full |
Mitotic Cell Detection in Breast Histopathology Image: a review |
| title_fullStr |
Mitotic Cell Detection in Breast Histopathology Image: a review |
| title_full_unstemmed |
Mitotic Cell Detection in Breast Histopathology Image: a review |
| title_sort |
mitotic cell detection in breast histopathology image: a review |
| publisher |
IOP Publishing |
| publishDate |
2020 |
| url |
http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69023 |
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1698698545094197248 |