Acute Lymphoblastic Leukemia Detection in Mic...

Acute Lymphoblastic Leukemia Detection in Microscopic Cell Images using Deep Learning Models

Author Name : Hammad Ul Eaman Mir, Ahsan Hussain, Asif Ali Banka, Syed Zubair Ahmad Shah

ABSTRACT

Acute Lymphoblastic Leukemia (ALL) is a cancer of the lymphoid line of blood cells characterized by the development of large numbers of immature lymphocytes. Extensive research has been done over the application of machine learning algorithms for detection of ALL but use of Deep Learning (DL) models is relatively scarce. In this paper, we evaluate and compare the available DL architectures with our proposed model for ALL classification and obtain better results as compared to existing ones.

Keywords: Acute Lymphoblastic Leukemia (ALL) · Cancer · Classification·Deep Learning.