Comparison of an automated digital cell morphology analysis system with manual counting

Background:Bionovation's CSFA800 is a new automated digital cell imaging analyzer.We evaluated the performance of the CSFA800 by comparing it with artificial peripheral blood white blood cell counting.Methods:According to inclusion and exclusion criteria,131 randomly selected samples(77 abnormal samples and 54 normal samples)were compared.Correlations between automated and manual counting results were analyzed.Manual counting was carried out according to the guidelines of the Association of Clinical and Laboratory Standards.Results:Counts of neutrophils,lymphocytes,monocytes,eosinophils,baso-phils,and immature granulocytes obtained from CSFA800 and artificial methods were linearly and positively correlated,with R values of 0.73,0.65,0.24,0.2,0.4,and 0.63,respectively,all p<0.05.Therefore,correlations be-tween CSFA800 and manual counting are acceptable.Compared with the DI‐60 Automated Digital Cell Morphology System(DI‐60;Sysmex),CSFA800 is more efficient and can analyze 20,000 cells in 1 min.However,the overall accuracy of CSFA800 is not as good as DI‐60,although its counting perfor-mance is better for basophils.Conclusions:The performance of CSFA800 for WBC counts is acceptable,and it displayed good performance for neutrophils,lymphocytes,and imma-ture granulocytes.Compared to DI‐60,CSFA800 is more efficient but has slightly lower overall accuracy.To some extent,CSFA800 is helpful to opti-mize the clinical laboratory workflow and improve the working efficiency of inspectors.

Morphology Study of Particle Breakage Mechanisms in a Horizontal Stirred Mill: Automated and Manual Point Counting Approaches

High-speed stirred mills are utilized to grind particles below 10mm. Grinding sulphide minerals to as low as 10mm achieve adequate mineral liberation for successful downstream mineral processing operations, such as flotation and leaching. Particle breakage mechanism such as fracture or abrasion, determines the morphological surface features of the product particles. It is anticipated that particles, which break along grain boundaries (intergranular) produce rough surfaces, whereas particles that break across the grain boundaries (transgranular) possess smoother surfaces. In this study, particles are ground in a stirred mill and their morphological features were analyzed using automated and manual detection methods. Literature and conventional belief are that high-speed stirred mills break particles by attrition. This paper showed that fracture is also an important breakage mechanism along with attrition. Breakage mechanism is a factor of input stress intensity, in the form of the mill agitator speed, and type of mineral. It is observed that at higher agitator speed galena fractures along the grain boundaries, whereas quartz, abrade across the grain boundaries.