The study of the dynamics of erythrocytes under the influence of an external electric field

Study of the Morphology of Erythrocytes in Patients with Cervical Cancer: A Technique for Machine Recognition of the Shapes and Sizes of Erythrocytes SEM Images

“…The comparison of the Price-Jones curves indicates the differences between the norm and pathology and corresponds to the literature data obtained using the JMicroVision v1 program.2.7 [2].…”

“…A comparison of the parameters of the distribution of diameters and surface area of erythrocytes shows that before RT, these parameters are less in patients with CC than in the control group, taking into account their altered forms. Earlier, using SEM studies [2,3], an increase in the number of dysmorphic erythrocytes was detected during RT, which was poorly studied using conventional blood analyzers, optical microscopy due to low resolution and lack of data analysis using machine learning (for example, using JMicroVision v1.2.7). And the use of this method of machine image recognition already at the beginning of RT allows us to observe changes in the morphology of erythrocytes of patients with CC (Fig.…”

“…And the use of this method of machine image recognition already at the beginning of RT allows us to observe changes in the morphology of erythrocytes of patients with CC (Fig. 3, 4), while the use of JMicroVision v1.2.7 on the basis of experimental data on SEM, it states a slight difference in the diameters of red blood cells, for example, before RT in patients with CC [2].…”

“…In this regard, the use of a modern scanning electron microscope (resolution of 0.4 nm) will allow to obtain a more detailed image of red blood cells compared to images obtained using an optical microscope (resolution of no more than 0.2 microns). Previously, images of the surface of erythrocytes were obtained at an increase of 100,000 times using a JEOL JSM-7800F SEM with a thermal field cathode of Schottky and with a Gentle Beam system at low accelerating voltages (1-2 kV) [2]. Increases of 1000 times in the work [3] were used to obtain statistical data on the morphology of erythrocytes of patients with CC during RT.…”