Orak Hücreli Anemi Tespiti Sickle Cell Anemia Detection

Batuhan Albayrak, M. Darici, Furkan Kiraci, A. S. Öǧrencí, A. Özmen, Kerem Ertez
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引用次数: 2

Abstract

Anemia is a common name given to falls in oxygen transport capacity due to some of the functional disadvantages of red blood cells. Pathology Laboratorians put the tissue on the microscope glass and try to diagnose Anemia disease. Processes have been taken for a long time and it has been caused to distract. Therefore it has been caused to misdiagnose the Laboratorian. This work shortens the diagnostic period of the disease and to minimizes error probability of this diagnosis by extracting healthy cells and just having sickle cells on the blood tissue using Image Processing Algorithms with an accuracy of 91.11 %, precision of 92.9 %, recall of 79.05 % for Sickle Cell Anemia.
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Orak Hücreli Anemi Tespiti Sickle Cell Detection贫血
贫血是由于红细胞的一些功能缺陷而导致的氧运输能力下降的一个常见名称。病理化验员将组织放在显微镜玻璃上,试图诊断贫血疾病。进程已经进行了很长时间,它已经被分散了注意力。因此造成了对化验员的误诊。本工作缩短了疾病的诊断周期,并通过提取健康细胞和仅在血液组织上使用镰状细胞的图像处理算法,将诊断的错误率降至最低,镰状细胞贫血的准确率为91.11%,精密度为92.9%,召回率为79.05%。
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