System for automatic identification of leukocytes in a peripheral blood smear based on deep learning
Автор: Pastushok Ivan Aleksandrovich, Kim Maria Alekseevna, Gusev Vladimir Nikolaevich, Yaremin Boris Ivanovich, Maslikova Ulyana Vladislavovna
Журнал: Вестник медицинского института "РЕАВИЗ": реабилитация, врач и здоровье @vestnik-reaviz
Рубрика: Клиническая медицина
Статья в выпуске: 1 (31), 2018 года.
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We explored the problem of morphological examination of leukocytes via microscopic assessment of a blood smear. To optimize the workflow in a cytology laboratory, we developed a program for automatic identification of leukocytes in a peripheral blood smear (microscopic image) using a technique based on artificial intelligence. The diagnostic accuracy of the program reaches 87%.
Morphological blood analysis, clinical and laboratory diagnostics, leukocytes, deep learning, artificial intelligence, convolutional neural networks
Короткий адрес: https://sciup.org/143168449
IDR: 143168449
