An abnormality that develops in white blood cells is called leukemia. The diagnosis of leukemia made possible by microscopic investigation the smear periphery. Prior training necessary to complete morphological examination for diagnosis. This paper proposes a Histogram Threshold Segmentation Classifier (HTsC) decision support system. proposed HTsC evaluated based on color and brightness variati...

Complete blood cell (CBC) counting has played a vital role in general medical examination. Common approaches, such as traditional manual and automated analyzers, were heavily influenced by the operation of professionals. In recent years, computer-aided object detection using deep learning algorithms been successfully applied many different visual tasks. this paper, we propose neural network-bas...

The white blood cell differential count of the bone marrow provides information concerning the distribution of immature and mature cells within maturation stages. The results of such examinations are important for the diagnosis of various diseases and for follow-up care after chemotherapy. However, manual, labor-intensive methods to determine the differential count lead to inter- and intra-vari...

We present an unsupervised blood cell segmentation algorithm for images taken from peripheral blood smear slides. Unlike prior algorithms the method is fast; fully automated; finds all objects—cells, cell groups and cell fragments—that do not intersect the image border; identifies the points interior to each object; finds an accurate one pixel wide border for each object; separates objects that...

We report on simultaneous frequency domain optical-resolution photoacoustic and fluorescence microscopy with sub-µm lateral resolution. With the help of a blood smear, we show that photoacoustic and fluorescence images provide complementary information. Furthermore, we compare theoretically predicted signal-to-noise ratios of sinusoidal modulation in frequency domain with pulsed excitation in t...

Background: Mutations in beta-globin are the cause of a widespread condition known as sickle cell disease (SCD). Sickle cells organ damage, hemolysis blood cells, weakness, and sometimes even death. SCD can be effectively managed mortality reduced through early detection. This protocol’s study aims to evaluate sensitivity specificity sickling test, peripheral smear, ...