Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysis

BACKGROUND: Epidemiological surveys of malaria currently rely on microscopy, polymerase chain reaction assays (PCR) or rapid diagnostic test kits for Plasmodium infections (RDTs). This study investigated whether mid-infrared (MIR) spectroscopy coupled with supervised machine learning could constitut...

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Detalles Bibliográficos
Autores principales: Mwanga, Emmanuel P., Minja, Elihaika G., Mrimi, Emmanuel, Jiménez, Mario González, Swai, Johnson K., Abbasi, Said, Ngowo, Halfan S., Siria, Doreen J., Mapua, Salum, Stica, Caleb, Maia, Marta F., Olotu, Ally, Sikulu-Lord, Maggy T., Baldini, Francesco, Ferguson, Heather M., Wynne, Klaas, Selvaraj, Prashanth, Babayan, Simon A., Okumu, Fredros O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6781347/
https://www.ncbi.nlm.nih.gov/pubmed/31590669
http://dx.doi.org/10.1186/s12936-019-2982-9

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