Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation

Search Page

Filters

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Additional filters

Article Language

Species

Sex

Age

Other

Search Results

53 results

Filters applied: . Clear all
Results are displayed in a computed author sort order. The Publication Date timeline is not available.
Page 1
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: babayan sa. Malar J. 2024 Mar 26;23(1):86. doi: 10.1186/s12936-024-04915-0. Malar J. 2024. PMID: 38532415 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: babayan sa. 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: babayan sa. Malar J. 2023 Nov 10;22(1):346. doi: 10.1186/s12936-023-04780-3. Malar J. 2023. PMID: 37950315 Free PMC article. Review.
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. Mwanga EP, et al. Among authors: babayan sa. Sci Rep. 2024 May 27;14(1):12100. doi: 10.1038/s41598-024-63082-z. Sci Rep. 2024. PMID: 38802488 Free PMC article.
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: babayan sa. Malar J. 2024 Jun 17;23(1):188. doi: 10.1186/s12936-024-05011-z. Malar J. 2024. PMID: 38880870 Free PMC article.
Comparison of fine-scale malaria strata derived from population survey data collected using RDTs, microscopy and qPCR in South-Eastern Tanzania.
Mshani IH, Jackson FM, Minja EG, Abbasi S, Lilolime NS, Makala FE, Lazaro AB, Mchola IS, Mukabana LN, Kahamba NF, Limwagu AJ, Njalambaha RM, Ngowo HS, Bisanzio D, Baldini F, Babayan SA, Okumu F. Mshani IH, et al. Among authors: babayan sa. Malar J. 2024 Dec 18;23(1):376. doi: 10.1186/s12936-024-05191-8. Malar J. 2024. PMID: 39696325 Free PMC article.
Advancing age grading techniques for Glossina morsitans morsitans, vectors of African trypanosomiasis, through mid-infrared spectroscopy and machine learning.
Pazmiño-Betancourth M, Casas Gómez-Uribarri I, Mondragon-Shem K, Babayan SA, Baldini F, Rafuse Haines L. Pazmiño-Betancourth M, et al. Among authors: babayan sa. Biol Methods Protoc. 2024 Aug 17;9(1):bpae058. doi: 10.1093/biomethods/bpae058. eCollection 2024. Biol Methods Protoc. 2024. PMID: 39290986 Free PMC article.
53 results