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Development of an AI-Based Acute Promyelocytic Leukemia Classification System

Journal: International Journal of Science and Research (IJSR) (Vol.9, No. 10)

Publication Date:

Authors : ;

Page : 1732-1735

Keywords : convolutional neural networks; acute promyelocytic leukemia; machine learning;

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Acute promyelocytic leukemia (APL) is an extremely malignant form of acute leukemia and must be treated as soon as possible; however, due to a lack of personnel and equipment, APL is often misdiagnosed in rural regions and developing countries. To solve this problem, I developed an AI-based classification system that determines, from conventional microscopic images of leukocytes, whether or not APL is present.

Last modified: 2021-06-28 17:13:38