Fırat Üniversitesi Sağlık Bilimleri Tıp Dergisi |
2006, Cilt 20, Sayı 6, Sayfa(lar) 409-414 |
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Automatic Enumeration of a Desired Cell on Histopathologic Images |
Suat TORAMAN, İbrahim TÜRKOĞLU |
Fırat Üniversitesi Teknik Eğitim Fakültesi Elektronik ve Bilgisayar Eğitimi Bölümü Elazığ-TÜRKİYE |
Keywords: Segmentation, Shannon Entropy, Histopathology, Restoration, Cell Enumeration |
In this study, a decision support system is designed which makes things easier for physicians and
helps them for recognizing various diseases from histopathologic images. In automatic
enumeration of cell system, the desired applications, which necessitate more attention and long
time for physician, are carried out at short time and high success rates. The developed system
composed of a segmentation stage which discriminates the desired cells from the background, an
enhancement stage which improves the representation of the image and an enumeration stage
which counts the cells from the histopathologic image. The evaluation of the proposed system is
done on the histopathologic images which were taken from the hepatitis and cancer patients. The
system results are compared with the physician results and it is seen that both results are matched
at 90 % high accuracy rate.
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[ Turkish ]
[ Tam Metin ]
[ PDF ]
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