A BI-RADS based expert systems for the diagnoses of breast diseases
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2009
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my.unimap-66072009-08-14T04:15:37Z A BI-RADS based expert systems for the diagnoses of breast diseases Umi Kalthum, Ngah Shalihatun Azlin, Aziz Mohd Ezane, Aziz Mazeda, Murad Nik Munirah, Nik Mahdi Ali Yeon, Md Shakaff Nor Ashidi, Mat Isa Mohd Yusoff, Mashor Mohd. Rizal, Arshad Breast cancer Expert systems Knowledge-based systems Mammograph Ultrasound Link to publisher's homepage at http://scipub.org/scipub/index.php We proposed an expert system based on the interpretation of mammographic and ultrasound images that may be used by expert and non-expert doctors in the interpretation and classifying of patient cases. The expert system software consists of a mammographic(MAMMEX) and breast ultrasound(SOUNDEX) medical expert systems which may be used to deduce cases according to the Breast Imaging Recording and Data System (BI-RADS) based upon patients' history, physical and clinical assessment as well as mammograms and breast ultrasound images. The systems were tested on a total of 179 retrospective cases from the Radiology Department, Hospital Universiti Sains Malaysia (HUSM), Kubang Kerian, Kelantan. The accuracy, sensitivity and specificity of MAMMEX were 97%, 96% and 92% and values of 99%, 98% and 100% were found for SOUNDEX respectively. © 2007 Science Publications. 2009-07-28T08:19:06Z 2009-07-28T08:19:06Z 2007 Article American Journal of Applied Sciences, vol.4 (11), 2007, pages 867-875 1546-9239 (Print) 1554-3641 (Online) http://hdl.handle.net/123456789/6607 http://scipub.org/scipub/detail_issue.php?V_No=193&j_id=ajas en Science Publications |
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English |
| topic |
Breast cancer Expert systems Knowledge-based systems Mammograph Ultrasound |
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Breast cancer Expert systems Knowledge-based systems Mammograph Ultrasound Umi Kalthum, Ngah Shalihatun Azlin, Aziz Mohd Ezane, Aziz Mazeda, Murad Nik Munirah, Nik Mahdi Ali Yeon, Md Shakaff Nor Ashidi, Mat Isa Mohd Yusoff, Mashor Mohd. Rizal, Arshad A BI-RADS based expert systems for the diagnoses of breast diseases |
| description |
Link to publisher's homepage at http://scipub.org/scipub/index.php |
| format |
Article |
| author |
Umi Kalthum, Ngah Shalihatun Azlin, Aziz Mohd Ezane, Aziz Mazeda, Murad Nik Munirah, Nik Mahdi Ali Yeon, Md Shakaff Nor Ashidi, Mat Isa Mohd Yusoff, Mashor Mohd. Rizal, Arshad |
| author_facet |
Umi Kalthum, Ngah Shalihatun Azlin, Aziz Mohd Ezane, Aziz Mazeda, Murad Nik Munirah, Nik Mahdi Ali Yeon, Md Shakaff Nor Ashidi, Mat Isa Mohd Yusoff, Mashor Mohd. Rizal, Arshad |
| author_sort |
Umi Kalthum, Ngah |
| title |
A BI-RADS based expert systems for the diagnoses of breast diseases |
| title_short |
A BI-RADS based expert systems for the diagnoses of breast diseases |
| title_full |
A BI-RADS based expert systems for the diagnoses of breast diseases |
| title_fullStr |
A BI-RADS based expert systems for the diagnoses of breast diseases |
| title_full_unstemmed |
A BI-RADS based expert systems for the diagnoses of breast diseases |
| title_sort |
bi-rads based expert systems for the diagnoses of breast diseases |
| publisher |
Science Publications |
| publishDate |
2009 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/6607 |
| _version_ |
1643788590688239616 |
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13.211869 |