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Lymphocyte Tracking and Shape Changing Analysis

机译:淋巴细胞跟踪和形状变化分析

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摘要

In recent years, with the rapid development of biomedical techniques, incrementally scientists find that the study on human being's immune system is extremely important. It can facilitate the diagnosis and treatment of some deadly diseases like leukemia, cancer, AIDS and etc, as well as it is one of the critical factors to determine whether if the transplant operation is successful. The main function of immune system is to mark and eliminate the bacterium and fungus, lymphocyte is the most important immune cell. Therefore, potentially it is a direct and efficient method to estimate the patients' immune system condition based on the lymphocyte shape changing analysis. In this paper, we address the problem of lymphocyte detection and tracking by the means of mathematic morphological and active contour techniques, pattern recognition method is utilized to analyze the detected lymphocyte image and ultimately achieve the aim of classification.
机译:近年来,随着生物医学技术的快速发展,逐步的科学家发现,对人类免疫系统的研究非常重要。它可以促进诸如白血病,癌症,艾滋病等致命疾病的诊断和治疗,以及确定移植操作是否成功的关键因素之一。免疫系统的主要功能是标记和消除细菌和真菌,淋巴细胞是最重要的免疫细胞。因此,可能是一种基于淋巴细胞形状改变分析的患者免疫系统条件的直接和有效的方法。在本文中,我们通过数学形态和活性轮廓技术的方法解决了淋巴细胞检测和跟踪的问题,利用模式识别方法来分析检测到的淋巴细胞图像并最终实现分类的目的。

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