Field evaluation of the diagnostic performance of EasyScan GO: a digital malaria microscopy device based on machine-learning

Field evaluation of the diagnostic performance of EasyScan GO: a digital malaria microscopy device based on machine-learning

Background: Microscopic examination of Giemsa-stained blood films remains the reference standard for malaria parasite detection and quantification, but is undermined by difficulties in ensuring high-quality manual reading and inter-reader reliability. Automated parasite detection and quantification...

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Main Authors: Archasuksan, L. (Author), Assawariyathipat, T. (Author), Bachman, C. (Author), Burkot, S. (Author), Callery, J.J (Author), Chappuis, F. (Author), Das, D. (Author), Delahunt, C.B (Author), Dhorda, M. (Author), Dondorp, A.M (Author), Faiz, M.A (Author), Ghimire, P. (Author), Ghose, A. (Author), Guérin, P.J (Author), Horning, M.P (Author), Kennon, K. (Author), Koukouikila-Koussounda, F. (Author), Ley, B. (Author), Marfurt, J. (Author), McGuire, S.K (Author), Mehanian, C. (Author), Moodley, B. (Author), Ndiaye, M. (Author), Netto, R.L.A (Author), Nsobya, S.L (Author), Ntoumi, F. (Author), Ogutu, B. (Author), Ong’echa, J.M (Author), Ouédraogo, J.B (Author), Peto, T.J (Author), Price, R.N (Author), Proux, S. (Author), Rosenthal, P.J (Author), Sayeed, A.A (Author), Seck, A. (Author), Siqueira, A. (Author), Srinamon, K. (Author), Stepniewska, K. (Author), Sun, L.M (Author), Tripura, R. (Author), Vongpromek, R. (Author), Yerbanga, S.R (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2022
Subjects:
Artificial intelligence
Diagnostic accuracy
diagnostic test
Diagnostic Tests, Routine
Digital microscopy
human
Humans
Light microscopy
machine learning
Machine Learning
Machine-learning
malaria
Malaria
malaria falciparum
Malaria, Falciparum
microscopy
Microscopy
parasitemia
Parasitemia
parasitology
Plasmodium falciparum
procedures
reproducibility
Reproducibility of Results
sensitivity and specificity
Sensitivity and Specificity
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