Development of an AI-Based Acute Promyelocytic Leukemia Classification System
Abstract: 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.
Keywords: convolutional neural networks, acute promyelocytic leukemia, machine learning
How to Cite?: Peter Zhu, "Development of an AI-Based Acute Promyelocytic Leukemia Classification System", Volume 9 Issue 10, October 2020, International Journal of Science and Research (IJSR), Pages: 1732-1735, https://www.ijsr.net/getabstract.php?paperid=SR201028094522, DOI: https://dx.doi.org/10.21275/SR201028094522