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Mitotic Cell Detection in Breast Histopathology Image: a review

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Main Authors: Tan Xiao, Jian, Nazahah, Mustafa, Mohd Yusoff, Mashor, Khairul Shakir, Ab Rahman
Other Authors: nazahah@unimap.edu.my
Format: Article
Language:English
Published: IOP Publishing 2020
Subjects:
Mitotic assessment
Breast histopathology
Mitotic cell detection
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69023
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id my.unimap-69023
record_format dspace
spelling 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
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Mitotic assessment
Breast histopathology
Mitotic cell detection
spellingShingle 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
_version_ 1698698545094197248
score 13.214268

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