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Automated detection and classification techniques of Acute leukemia using image processing: A review

机译:使用图像处理的急性白血病自动检测和分类技术:综述

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Hematological disorders of leukocytes (white blood corpuscles) are very frequent in medical practices. Each year, the number of new cases of leukemia increased with a high mortality rate what can cause a delay in diagnosis and treatment of leukemia. The hematologist faces difficulty in classifying white blood cells included cancerous leukemia cells. Currently, the diagnosis of hematological disorder was made by microscopic analysis of peripheral blood smear by hematological experts. However, this kind of diagnosis is complex, costly process, time-consuming and inherently subjective, hence to avoid such problems a classification technique based on computer vision is required. This document provides a survey of many kinds of literature which talk about leukemia detection using image processing. In this year, many improvements were made in this field. With this document, we provide a new perspective from many kinds of literature so future research can be developed effectively for their research.
机译:在医疗实践中,白细胞(白血球)的血液学疾病非常常见。每年,新的白血病病例以较高的死亡率增加,这可能导致白血病的诊断和治疗延迟。血液学家在分类白细胞包括癌性白血病细胞方面面临困难。目前,血液学疾病的诊断是由血液学专家通过对外周血涂片的显微镜分析来进行的。然而,这种诊断是复杂的,昂贵的过程,耗时的并且固有地是主观的,因此为了避免这种问题,需要基于计算机视觉的分类技术。本文档提供了许多有关使用图像处理进行白血病检测的文献的综述。今年,该领域取得了许多进步。有了这个文件,我们提供了来自许多文献的新观点,因此可以为他们的研究有效地发展未来的研究。

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