使用 CNN 进行白细胞分类

Jinka Chandra Kiran, Beebi Naseeba, Abbaraju Sai Sathwik, Thadikala Prakash Badrinath Reddy, Kokkula Lokesh, Tatigunta Bhavi Teja Reddy, Nagendra Panini Challa
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引用次数: 0

摘要

白血病是由患者骨髓和淋巴结产生的白细胞过多引起的一种癌症。由于白细胞是免疫力或人体防御能力的主要来源,因此必须尽快确定患者患白血病的白细胞类型。否则可能导致更严重的病情。血液科医生通常使用光学显微镜检查必要的细胞痕迹,以便对细胞的细胞质或细胞核进行分类和特征鉴定,从而诊断出患者的白血病。白血病是癌症的一种,当患者的骨髓和淋巴结产生过多的白细胞时就会发病。尽快确定患者患白血病的白细胞类型至关重要,因为推迟诊断会使病情恶化。我们的白血球是人体免疫力的主要来源,是人体的防御器官。为了确定和识别细胞胞质或细胞核中的特征,血液病理学家通常使用光学显微镜检查必要的细胞痕迹,以诊断患者的白血病。
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White Blood Cells Classification using CNN
One kind of cancer that arises from an overabundance of white blood cells produced by the patient's bone marrow and lymph nodes is leukaemia. Since white blood cells are the primary source of immunity, or the body's defence, it is imperative to determine the type of leukocyte cell the patient has leukaemia from as soon as possible. Failure to do so could result in a more serious condition. Haematologists typically use a light microscope to examine the necessary cell traces in order to classify and identify the features of the cell cytoplasm or nucleus in order to diagnose leukaemia in a patient. One form of cancer is leukaemia, which develops when a patient's bone marrow and lymph nodes produce an excessive amount of white blood cells. It is vital to determine the type of leukocyte cell the patient has leukaemia from as soon as possible because postponing diagnosis can worsen the situation. Our white corpuscles are the primary source of immunity, which is the body's defence. In order to define and identify the features found in the cell cytoplasm or nucleus, hematopathologists typically use a light microscope to examine the necessary cell traces in order to diagnose leukaemia in patients.
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来源期刊
EAI Endorsed Transactions on Pervasive Health and Technology
EAI Endorsed Transactions on Pervasive Health and Technology Computer Science-Computer Science (miscellaneous)
CiteScore
3.50
自引率
0.00%
发文量
14
审稿时长
10 weeks
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