King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)

The current era is characterized by the rapidly increasing use of computer-aided diagnosis (CAD) systems in the medical field. These systems need a variety of datasets to help develop, evaluate, and compare their performances fairly. Physicians indicated that breast anatomy, especially dense ones, a...

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Autores principales:	Asmaa S. Alsolami, Wafaa Shalash, Wafaa Alsaggaf, Sawsan Ashoor, Haneen Refaat, Mohammed Elmogy
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	breast cancer mammogram dataset ultrasound breast cancer scans BI-RADS clinical data Bibliography. Library science. Information resources Z
Acceso en línea:	https://doaj.org/article/f27907db8aa743439b31186dda265ff9
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spelling	oai:doaj.org-article:f27907db8aa743439b31186dda265ff92021-11-25T17:19:49ZKing Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)10.3390/data61101112306-5729https://doaj.org/article/f27907db8aa743439b31186dda265ff92021-10-01T00:00:00Zhttps://www.mdpi.com/2306-5729/6/11/111https://doaj.org/toc/2306-5729The current era is characterized by the rapidly increasing use of computer-aided diagnosis (CAD) systems in the medical field. These systems need a variety of datasets to help develop, evaluate, and compare their performances fairly. Physicians indicated that breast anatomy, especially dense ones, and the probability of breast cancer and tumor development, vary highly depending on race. Researchers reported that breast cancer risk factors are related to culture and society. Thus, there is a massive need for a local dataset representing breast cancer in our region to help develop and evaluate automatic breast cancer CAD systems. This paper presents a public mammogram dataset called King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD) version 1. To our knowledge, KAU-BCMD is the first dataset in Saudi Arabia that deals with a large number of mammogram scans. The dataset was collected from the Sheikh Mohammed Hussein Al-Amoudi Center of Excellence in Breast Cancer at King Abdulaziz University. It contains 1416 cases. Each case has two views for both the right and left breasts, resulting in 5662 images based on the breast imaging reporting and data system. It also contains 205 ultrasound cases corresponding to a part of the mammogram cases, with 405 images as a total. The dataset was annotated and reviewed by three different radiologists. Our dataset is a promising dataset that contains different imaging modalities for breast cancer with different cancer grades for Saudi women.Asmaa S. AlsolamiWafaa ShalashWafaa AlsaggafSawsan AshoorHaneen RefaatMohammed ElmogyMDPI AGarticlebreast cancer mammogram datasetultrasound breast cancer scansBI-RADSclinical dataBibliography. Library science. Information resourcesZENData, Vol 6, Iss 111, p 111 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	breast cancer mammogram dataset ultrasound breast cancer scans BI-RADS clinical data Bibliography. Library science. Information resources Z
spellingShingle	breast cancer mammogram dataset ultrasound breast cancer scans BI-RADS clinical data Bibliography. Library science. Information resources Z Asmaa S. Alsolami Wafaa Shalash Wafaa Alsaggaf Sawsan Ashoor Haneen Refaat Mohammed Elmogy King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)
description	The current era is characterized by the rapidly increasing use of computer-aided diagnosis (CAD) systems in the medical field. These systems need a variety of datasets to help develop, evaluate, and compare their performances fairly. Physicians indicated that breast anatomy, especially dense ones, and the probability of breast cancer and tumor development, vary highly depending on race. Researchers reported that breast cancer risk factors are related to culture and society. Thus, there is a massive need for a local dataset representing breast cancer in our region to help develop and evaluate automatic breast cancer CAD systems. This paper presents a public mammogram dataset called King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD) version 1. To our knowledge, KAU-BCMD is the first dataset in Saudi Arabia that deals with a large number of mammogram scans. The dataset was collected from the Sheikh Mohammed Hussein Al-Amoudi Center of Excellence in Breast Cancer at King Abdulaziz University. It contains 1416 cases. Each case has two views for both the right and left breasts, resulting in 5662 images based on the breast imaging reporting and data system. It also contains 205 ultrasound cases corresponding to a part of the mammogram cases, with 405 images as a total. The dataset was annotated and reviewed by three different radiologists. Our dataset is a promising dataset that contains different imaging modalities for breast cancer with different cancer grades for Saudi women.
format	article
author	Asmaa S. Alsolami Wafaa Shalash Wafaa Alsaggaf Sawsan Ashoor Haneen Refaat Mohammed Elmogy
author_facet	Asmaa S. Alsolami Wafaa Shalash Wafaa Alsaggaf Sawsan Ashoor Haneen Refaat Mohammed Elmogy
author_sort	Asmaa S. Alsolami
title	King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)
title_short	King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)
title_full	King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)
title_fullStr	King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)
title_full_unstemmed	King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)
title_sort	king abdulaziz university breast cancer mammogram dataset (kau-bcmd)
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/f27907db8aa743439b31186dda265ff9
work_keys_str_mv	AT asmaasalsolami kingabdulazizuniversitybreastcancermammogramdatasetkaubcmd AT wafaashalash kingabdulazizuniversitybreastcancermammogramdatasetkaubcmd AT wafaaalsaggaf kingabdulazizuniversitybreastcancermammogramdatasetkaubcmd AT sawsanashoor kingabdulazizuniversitybreastcancermammogramdatasetkaubcmd AT haneenrefaat kingabdulazizuniversitybreastcancermammogramdatasetkaubcmd AT mohammedelmogy kingabdulazizuniversitybreastcancermammogramdatasetkaubcmd
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King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD)

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