Development and Evaluation of a Leukemia Diagnosis System Using Deep Learning in Real Clinical Scenarios

• Автори: Min Zhou (Автор), Kefei Wu (Автор), Lisha Yu (Автор), Mengdi Xu (Автор), Junjun Yang (Автор), Qing Shen (Автор), Bo Liu (Автор), Lei Shi (Автор), Shuang Wu (Автор), Bin Dong (Автор), Hansong Wang (Автор), Jiajun Yuan (Автор), Shuhong Shen (Автор), Liebin Zhao (Автор)
• Формат: Книга
• Опубліковано: Frontiers Media S.A., 2021-06-01T00:00:00Z.
• Предмети: article
• Онлайн доступ: Connect to this object online.

Leukemia is the most common malignancy affecting children. The morphologic analysis of bone marrow smears is an important initial step for diagnosis. Recent publications demonstrated that artificial intelligence is able to classify blood cells but a long way from clinical use. A total of 1,732 bone...