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Screening of malaria infections in human blood samples with varying parasite densities and anaemic conditions using AI-Powered mid-infrared spectroscopy.
Mshani IH, Jackson FM, Mwanga RY, Kweyamba PA, Mwanga EP, Tambwe MM, Hofer LM, Siria DJ, González-Jiménez M, Wynne K, Moore SJ, Okumu F, Babayan SA, Baldini F. Mshani IH, et al. Among authors: baldini f. Malar J. 2024 Jun 17;23(1):188. doi: 10.1186/s12936-024-05011-z. Malar J. 2024. PMID: 38880870 Free PMC article.
Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra.
Mwanga EP, Siria DJ, Mitton J, Mshani IH, González-Jiménez M, Selvaraj P, Wynne K, Baldini F, Okumu FO, Babayan SA. Mwanga EP, et al. Among authors: baldini f. BMC Bioinformatics. 2023 Jan 9;24(1):11. doi: 10.1186/s12859-022-05128-5. BMC Bioinformatics. 2023. PMID: 36624386 Free PMC article.
Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis.
Mshani IH, Siria DJ, Mwanga EP, Sow BB, Sanou R, Opiyo M, Sikulu-Lord MT, Ferguson HM, Diabate A, Wynne K, González-Jiménez M, Baldini F, Babayan SA, Okumu F. Mshani IH, et al. Among authors: baldini f. Malar J. 2023 Nov 10;22(1):346. doi: 10.1186/s12936-023-04780-3. Malar J. 2023. PMID: 37950315 Free PMC article. Review.
Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning.
Mwanga EP, Mchola IS, Makala FE, Mshani IH, Siria DJ, Mwinyi SH, Abbasi S, Seleman G, Mgaya JN, Jiménez MG, Wynne K, Sikulu-Lord MT, Selvaraj P, Okumu FO, Baldini F, Babayan SA. Mwanga EP, et al. Among authors: baldini f. Malar J. 2024 Mar 26;23(1):86. doi: 10.1186/s12936-024-04915-0. Malar J. 2024. PMID: 38532415 Free PMC article.
203 results