In the field of clinical laboratory science, certification may be obtained by passing the National Certification Agency for Medical Laboratory Personnel (NCA) examination. This multiple-choice test is competence-based and criterion-referenced, and uses a modified Angoff procedure to establish the passing score. For this study, the NCA examination scores of 1,868 certification applicants (mostly new graduates) and 111 selected laboratory practitioners were compared. Although the NCA examination is designed to define the level of minimum competence, the failure rate of practitioners identified by their supervisors as minimally competent was almost four times greater that that of the certification applicants. Even the most competent group of practitioners scored well below the applicants for certification. These findings suggest that the examination cut-off point may not really define minimal competence and that the method used to determine the passing score might not be appropriate for certification examinations.
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Sensors (Basel)
October 2024
School of Computing and Information Technology, University of Wollongong, Wollongong, NSW 2522, Australia.
In studying the joint object detection and classification problem for facial expression recognition (FER) deploying the YOLOX framework, we introduce a novel feature extractor, called neighborhood coordinate attention Mamba (NCAMamba) to substitute for the original feature extractor in the Feature Pyramid Network (FPN). NCAMamba combines the background information reduction capabilities of Mamba, the local neighborhood relationship understanding of neighborhood attention, and the directional relationship understanding of coordinate attention. The resulting FER-YOLO-NCAMamba model, when applied to two unaligned FER benchmark datasets, RAF-DB and SFEW, obtains significantly improved mean average precision (mAP) scores when compared with those obtained by other state-of-the-art methods.
View Article and Find Full Text PDFPLoS One
November 2024
School of Psychology, Zhejiang Normal University, Jinhua, China.
This paper seeks to explore the influence of success factors, specifically motivation and course quality, on MOOC retention intention. Going beyond a mere examination of these motivational and quality factors, the study investigates students' motivation, considering needs, interests, course system, content, and service quality. Methodologically, a questionnaire survey was conducted, collecting data from 311 students enrolled in online courses.
View Article and Find Full Text PDFBMJ Case Rep
September 2024
Department of ENT, Salford Care Organisation, Northern Care Alliance NHS foundation Trust, Salford, UK
Diagnostics (Basel)
September 2024
Department of Bioengineering, Malatya Turgut Ozal University, 44200 Malatya, Turkey.
Microscopic examination of peripheral blood is a standard practice in clinical medicine. Although manual examination is considered the gold standard, it presents several disadvantages, such as interobserver variability, being quite time-consuming, and requiring well-trained professionals. New automatic digital algorithms have been developed to eliminate the disadvantages of manual examination and improve the workload of clinical laboratories.
View Article and Find Full Text PDFHeliyon
July 2024
Department of Electrical/Electronic Engineering, Ho Technical University, P. O. Box HP 217, Ho, Ghana.
Understanding electrical hazards and implementing safety measures is paramount to protecting lives and property. Therefore, this research investigates electrical hazards in households and safety measures taken by residents in Sokode-Etoe, Ghana. The primary objective is to identify gaps in knowledge regarding electrical hazards among domestic electricity consumers and offer recommendations to enhance safety and mitigate the risks.
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