i-Net: a deep CNN model for white blood cancer segmentation and classification
International Journal of Advanced Technology and Engineering Exploration · 2022
The blood, which is the lifeline of humans consists of the plasma, platelets, red blood corpuscles (RBC), and white blood corpuscles (WBC) along with another immunoglobulin.Leukaemia is a kind of blood deficiency that is usually chronic.The prevalence of leukaemia varies based on the type of disease and the demographics of the population [1].The major cause of anaemia is blood cell proliferation, which is hindered by rapid expansion of defective blood cells [2]. *Author for correspondenceCancer of the blood primarily leukaemia, myeloma, and lymphoma with acute lymphoblastic leukaemia (ALL), a variant of blood malignancy that affects the bone marrow [1].The term "acute" and "chronic" refers to the disease's rapid and slower progression, and if untreated at the earliest, has the potential to weaken the immune system in a short span of time.Leukaemia, the most common type of blood cancer is further divided into three, namely: L1, L2, and L3.An important plasma-rich immature teratoma that aids in the removal of infection, and three times more frequent than ALL is the multiple myeloma (MM) [4].A decreased platelet count in the blood, a condition known as Thrombocytopenia, is a symptom of MM [5] which causes bone erosion and may be seen on CT scans as bone lesions.According to the study carried out by Ianniciello and Helgason [6], from 45 countries representing 90% of the world"s Research