Decision Support System for Histopathological Diagnosis of Breast Diseases in Women.
March 2011
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| Asıl Yazarlar: | , , , , |
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| Materyal Türü: | Dergi |
| Dil: | İngilizce |
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IJCSI
2023
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| Konular: | |
| Online Erişim: | https://ir.oauife.edu.ng/123456789/5539 |
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| _version_ | 1810764576662224896 |
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| author | Kayode, Aderonke Anthonia Akhigbe, Bernard Ijesunor Afolabi, Babajide Udo, Ifiok Ominiyi, Adedayo O |
| author_facet | Kayode, Aderonke Anthonia Akhigbe, Bernard Ijesunor Afolabi, Babajide Udo, Ifiok Ominiyi, Adedayo O |
| author_sort | Kayode, Aderonke Anthonia |
| collection | DSpace |
| description | March 2011 |
| format | Journal |
| id | oai:ir.oauife.edu.ng:123456789-5539 |
| institution | My University |
| language | English |
| publishDate | 2023 |
| publisher | IJCSI |
| record_format | dspace |
| spelling | oai:ir.oauife.edu.ng:123456789-55392023-05-13T18:08:06Z Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. Kayode, Aderonke Anthonia Akhigbe, Bernard Ijesunor Afolabi, Babajide Udo, Ifiok Ominiyi, Adedayo O Histological features Histopathological diagnosis Expert knowledge Diagnostic knowledge Pathologist Decision Support System March 2011 This paper presents a representation of histological features for histopathological diagnosis of breast diseases in women. Hence, a Decision Support System (DSS) for histopathological interpretation and diagnosis of breast diseases was implemented and evaluated. The Expert knowledge used was elicited through interview and literature search. The needed diagnostic knowledge was represented using diseases’ profile in the form of frame. UML, JAVA and MYSQL were used for the design and implementation of the system. 150 samples of retrospective cases were used for the system’s implementation, while a Consultant Pathologist’s interpretation was used to evaluate the system. Results for Sensitivity, Specificity, Positive Prediction Value and the Negative Prediction Value are 97.7%, 95.0%, 99.2% and 86.3% respectively. Thus, the result showed that the system is capable of assisting an inexperience pathologist in making accurate, consistent and timely diagnoses, also in the study of diagnostic protocol, education, self-assessment, and quality control 2023-05-13T17:55:14Z 2023-05-13T17:55:14Z 2011-03 Journal Kayode A.A, Akhigbe B.I, Afolabi B, Udo.I, Omoniyi A.O. Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. 1694-0814 https://ir.oauife.edu.ng/123456789/5539 en application/pdf IJCSI |
| spellingShingle | Histological features Histopathological diagnosis Expert knowledge Diagnostic knowledge Pathologist Decision Support System Kayode, Aderonke Anthonia Akhigbe, Bernard Ijesunor Afolabi, Babajide Udo, Ifiok Ominiyi, Adedayo O Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. |
| title | Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. |
| title_full | Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. |
| title_fullStr | Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. |
| title_full_unstemmed | Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. |
| title_short | Decision Support System for Histopathological Diagnosis of Breast Diseases in Women. |
| title_sort | decision support system for histopathological diagnosis of breast diseases in women |
| topic | Histological features Histopathological diagnosis Expert knowledge Diagnostic knowledge Pathologist Decision Support System |
| url | https://ir.oauife.edu.ng/123456789/5539 |
| work_keys_str_mv | AT kayodeaderonkeanthonia decisionsupportsystemforhistopathologicaldiagnosisofbreastdiseasesinwomen AT akhigbebernardijesunor decisionsupportsystemforhistopathologicaldiagnosisofbreastdiseasesinwomen AT afolabibabajide decisionsupportsystemforhistopathologicaldiagnosisofbreastdiseasesinwomen AT udoifiok decisionsupportsystemforhistopathologicaldiagnosisofbreastdiseasesinwomen AT ominiyiadedayoo decisionsupportsystemforhistopathologicaldiagnosisofbreastdiseasesinwomen |