Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases
Thyroid gland software which was obtained through research is considered an effective system to diagnosed thyroid gland automatically. This is done by a built complementary database which is flexible and easy at work with data patients concerning those patients under observation at Hazim Al-Hafith...
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| Format: | Article |
| Language: | English |
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Mosul University
2006-07-01
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| Series: | Al-Rafidain Journal of Computer Sciences and Mathematics |
| Subjects: | |
| Online Access: | https://csmj.mosuljournals.com/article_164042_35accb2ff4ef913cff6a810b3a55b753.pdf |
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| _version_ | 1849323011245604864 |
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| author | Suher Dawood Laheeb Ibrahim Nabil Kharofa |
| author_facet | Suher Dawood Laheeb Ibrahim Nabil Kharofa |
| author_sort | Suher Dawood |
| collection | DOAJ |
| description | Thyroid gland software which was obtained through research is considered an effective system to diagnosed thyroid gland automatically. This is done by a built complementary database which is flexible and easy at work with data patients concerning those patients under observation at Hazim Al-Hafith Hospital for Oncology & Nuclear Medicine in Mosul. The activity of Thyroid gland software was tested on information about 200 Patients, and information about them was stred in Thyroid database, after that we diagnosed The Thyroid Gland Disease by using an artificial neural network (Perceptron) that is able to recognize Thyroid Gland Disease in good recognized ratio and with a ratio close to the doctor diagnosis depending on (sign & symptoms) which may enables the doctors in depending on it the right diagnosis for the disease. <br /> |
| format | Article |
| id | doaj-art-8f18bf383bec44369e8213f6c07e9a67 |
| institution | Kabale University |
| issn | 1815-4816 2311-7990 |
| language | English |
| publishDate | 2006-07-01 |
| publisher | Mosul University |
| record_format | Article |
| series | Al-Rafidain Journal of Computer Sciences and Mathematics |
| spelling | doaj-art-8f18bf383bec44369e8213f6c07e9a672025-08-20T03:49:12ZengMosul UniversityAl-Rafidain Journal of Computer Sciences and Mathematics1815-48162311-79902006-07-0131112210.33899/csmj.2006.164042164042Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid DiseasesSuher Dawood0Laheeb Ibrahim1Nabil Kharofa2College of Administration and Economics University of Mosul, IraqCollege of Computer Sciences MathematicsHazem Al-Hafiz Hospital for Oncology and Nuclear MedicineThyroid gland software which was obtained through research is considered an effective system to diagnosed thyroid gland automatically. This is done by a built complementary database which is flexible and easy at work with data patients concerning those patients under observation at Hazim Al-Hafith Hospital for Oncology & Nuclear Medicine in Mosul. The activity of Thyroid gland software was tested on information about 200 Patients, and information about them was stred in Thyroid database, after that we diagnosed The Thyroid Gland Disease by using an artificial neural network (Perceptron) that is able to recognize Thyroid Gland Disease in good recognized ratio and with a ratio close to the doctor diagnosis depending on (sign & symptoms) which may enables the doctors in depending on it the right diagnosis for the disease. <br />https://csmj.mosuljournals.com/article_164042_35accb2ff4ef913cff6a810b3a55b753.pdfartificial neural networkperceptronthyroid |
| spellingShingle | Suher Dawood Laheeb Ibrahim Nabil Kharofa Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases Al-Rafidain Journal of Computer Sciences and Mathematics artificial neural network perceptron thyroid |
| title | Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases |
| title_full | Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases |
| title_fullStr | Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases |
| title_full_unstemmed | Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases |
| title_short | Efficiency of Artificial Neural Networks (Percepton Network) in the Diagnosis of Thyroid Diseases |
| title_sort | efficiency of artificial neural networks percepton network in the diagnosis of thyroid diseases |
| topic | artificial neural network perceptron thyroid |
| url | https://csmj.mosuljournals.com/article_164042_35accb2ff4ef913cff6a810b3a55b753.pdf |
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