Leukemia is an abnormal proliferation of leukocytes in the bone marrow and blood and it is
usually diagnosed by the pathologists by observing the blood smear under a microscope …

Leukemia is the rapid production of abnormal white blood cells that consequently affects the
blood and damages the bone marrow. The overproduction of abnormal and immature white …

Glaucoma is a disease characterized by damaging the optic nerve head, this can result in
severe vision loss. An early detection and a good treatment provided by the ophthalmologist …

The main limit of data mining algorithms is their inability to deal with the huge amount of
available data in a reasonable processing time. A solution of producing fast and accurate …

Deep learning–based medical image segmentation is henceforth widely established as a
powerful segmentation process. This article proposes a new U‐Net architecture based on a …

In this paper, we propose a complete automated framework for white blood cells differential
count in peripheral blood and bone marrow images, in order to reduce the analysis time and …

Reliable recognition of white blood cells is an essential step in the diagnosis of several
types of cancer. Therefore, the segmentation of white blood cells plays an essential role and …

Instance and variable selection involve identifying a subset of instances and variables such
that the learning process will use only this subset with better performances and lower cost …

The pixel-based classification is an automatic approach for classifying all pixels in the image
but does not take into account the spatial information for the region of interest. On the other …

Super-pixel feature extraction is a key problem to get an acceptable performance in color
super-pixel classification. Given a color feature extraction problem, it is necessary to know …