Diagnosis of pulmonary diseases using neural networks
Abstract<br /> The main purpose of this research is to give high accuracy result in pulmonary diseases diagnosis and attaining real medications that corresponds with the decisions of the pulmonary disease specialist. The neural network (perception network) which has ability of giving stable re...
| Main Authors: | , |
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| Format: | Article |
| Language: | Arabic |
| Published: |
College of Education for Pure Sciences
2010-12-01
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| Series: | مجلة التربية والعلم |
| Subjects: | |
| Online Access: | https://edusj.mosuljournals.com/article_58452_365e1c8454aad59ab9ccd5b00917d552.pdf |
| _version_ | 1818476342878928896 |
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| author | Eman Fathi Ahmed Yahya Ismael Ibrahim |
| author_facet | Eman Fathi Ahmed Yahya Ismael Ibrahim |
| author_sort | Eman Fathi Ahmed |
| collection | DOAJ |
| description | Abstract<br /> The main purpose of this research is to give high accuracy result in pulmonary diseases diagnosis and attaining real medications that corresponds with the decisions of the pulmonary disease specialist. The neural network (perception network) which has ability of giving stable results in medical fields, was used for this purpose. Thirty samples were taken from infected patients with pulmonary diseases (Asthma, tuberculosis) and the network was trained of the symptoms of these diseases and samples. Good diagnostics results were attained corresponding with the symptoms of diseases. |
| first_indexed | 2024-12-10T09:24:23Z |
| format | Article |
| id | doaj.art-e9ee7b51106643b28946b99dd3ec958c |
| institution | Directory Open Access Journal |
| issn | 1812-125X 2664-2530 |
| language | Arabic |
| last_indexed | 2024-12-10T09:24:23Z |
| publishDate | 2010-12-01 |
| publisher | College of Education for Pure Sciences |
| record_format | Article |
| series | مجلة التربية والعلم |
| spelling | doaj.art-e9ee7b51106643b28946b99dd3ec958c2022-12-22T01:54:36ZaraCollege of Education for Pure Sciencesمجلة التربية والعلم1812-125X2664-25302010-12-0123414215610.33899/edusj.2010.5845258452Diagnosis of pulmonary diseases using neural networksEman Fathi AhmedYahya Ismael IbrahimAbstract<br /> The main purpose of this research is to give high accuracy result in pulmonary diseases diagnosis and attaining real medications that corresponds with the decisions of the pulmonary disease specialist. The neural network (perception network) which has ability of giving stable results in medical fields, was used for this purpose. Thirty samples were taken from infected patients with pulmonary diseases (Asthma, tuberculosis) and the network was trained of the symptoms of these diseases and samples. Good diagnostics results were attained corresponding with the symptoms of diseases.https://edusj.mosuljournals.com/article_58452_365e1c8454aad59ab9ccd5b00917d552.pdfpulmonarydiseasesneural networks |
| spellingShingle | Eman Fathi Ahmed Yahya Ismael Ibrahim Diagnosis of pulmonary diseases using neural networks مجلة التربية والعلم pulmonary diseases neural networks |
| title | Diagnosis of pulmonary diseases using neural networks |
| title_full | Diagnosis of pulmonary diseases using neural networks |
| title_fullStr | Diagnosis of pulmonary diseases using neural networks |
| title_full_unstemmed | Diagnosis of pulmonary diseases using neural networks |
| title_short | Diagnosis of pulmonary diseases using neural networks |
| title_sort | diagnosis of pulmonary diseases using neural networks |
| topic | pulmonary diseases neural networks |
| url | https://edusj.mosuljournals.com/article_58452_365e1c8454aad59ab9ccd5b00917d552.pdf |
| work_keys_str_mv | AT emanfathiahmed diagnosisofpulmonarydiseasesusingneuralnetworks AT yahyaismaelibrahim diagnosisofpulmonarydiseasesusingneuralnetworks |