Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning.

Mwanga EP, Kweyamba PA, Siria DJ, Mshani IH, Mchola IS, Makala FE, Seleman G, Abbasi S, Mwinyi SH, González-Jiménez M, Waynne K, Baldini F, Babayan SA, Okumu FO.

Open source

DOI
10.1038/s41598-024-63082-z
Published
2024-05-27
Container
Sci Rep
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-024-63082-z,
  title = {Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning.},
  author = {Mwanga EP and  Kweyamba PA and  Siria DJ and  Mshani IH and  Mchola IS and  Makala FE and  Seleman G and  Abbasi S and  Mwinyi SH and  González-Jiménez M and  Waynne K and  Baldini F and  Babayan SA and  Okumu FO.},
  year = {2024},
  journal = {Sci Rep},
  doi = {10.1038/s41598-024-63082-z},
  url = {https://doi.org/10.1038/s41598-024-63082-z}
}

RIS

TY  - JOUR
TI  - Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning.
AU  - Mwanga EP
AU  -  Kweyamba PA
AU  -  Siria DJ
AU  -  Mshani IH
AU  -  Mchola IS
AU  -  Makala FE
AU  -  Seleman G
AU  -  Abbasi S
AU  -  Mwinyi SH
AU  -  González-Jiménez M
AU  -  Waynne K
AU  -  Baldini F
AU  -  Babayan SA
AU  -  Okumu FO.
PY  - 2024
JO  - Sci Rep
DO  - 10.1038/s41598-024-63082-z
UR  - https://doi.org/10.1038/s41598-024-63082-z
ER  - 

APA

EP, M., PA, K., DJ, S., IH, M., IS, M., FE, M., G, S., S, A., SH, M., M, G., K, W., F, B., SA, B., & FO., O. (2024). Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning.. Sci Rep. https://doi.org/10.1038/s41598-024-63082-z

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