A genetic algorithm-neural network approach for mycobacterium tuberculosis detection in Ziehl-Neelsen stained tissue slide images
This paper describes a method using image processing and genetic algorithm-neural network (GA-NN) for automated Mycobacterium tuberculosis detection in tissues. The proposed method can be used to assist pathologists in tuberculosis (TB) diagnosis from tissue sections and replace the conventional man...
الحاوية / القاعدة: | Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10 |
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المؤلف الرئيسي: | Osman M.K.; Ahmad F.; Saad Z.; Mashor M.Y.; Jaafar H. |
التنسيق: | Conference paper |
اللغة: | English |
منشور في: |
2010
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الوصول للمادة أونلاين: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-79851505830&doi=10.1109%2fISDA.2010.5687018&partnerID=40&md5=3259a833b1800b6ff1d8dcedb409f7c2 |
مواد مشابهة
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Detection of mycobacterium tuberculosis in Ziehl-Neelsen stained tissue images using Zernike moments and hybrid multilayered perceptron network
بواسطة: Osman M.K.; Mashor M.Y.; Jaafar H.
منشور في: (2010) -
Segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images based on K-mean clustering procedure
بواسطة: Osman M.K.; Mashor M.Y.; Saad Z.; Jaafar H.
منشور في: (2010) -
Tuberculosis bacilli detection in Ziehl-Neelsen-stained tissue using affine moment invariants and extreme learning machine
بواسطة: Osman M.K.; Mashor M.Y.; Jaafar H.
منشور في: (2011) -
Colour image segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images using moving k-mean clustering procedure
بواسطة: Osman M.K.; Saad Z.; Mashor M.Y.; Jaafar H.
منشور في: (2010) -
Detection of tuberculosis bacilli in tissue slide images using HMLP network trained by Extreme Learning Machine
بواسطة: Osman M.K.; Mashor M.Y.; Jaafar H.
منشور في: (2012)