Doreen J. Siria
Ifakara, United Republic of Tanzania
Last Updated: 09/26/2026
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Found 17 publications
Age-grading and species identification of male mosquito Anopheles gambiae s.l. using mid-infrared spectroscopy and machine learning.
Journal: Scientific reports
Published: December 04, 2025
Delayed mating in the malaria vector Anopheles funestus compared to Anopheles arabiensis (Diptera: Culicidae).
Journal: Journal of medical entomology
Published: January 15, 2025
Screening of malaria infections in human blood samples with varying parasite densities and anaemic conditions using AI-Powered mid-infrared spectroscopy.
Journal: Malaria journal
Published: May 04, 2024
Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning.
Journal: Scientific reports
Published: February 19, 2024
Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus.
Journal: Parasites & vectors
Published: January 04, 2024
Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning.
Journal: Malaria journal
Published: December 14, 2023
Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis.
Journal: Malaria journal
Published: March 04, 2023
Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra.
Journal: BMC bioinformatics
Published: July 26, 2022
Effects of sample preservation methods and duration of storage on the performance of mid-infrared spectroscopy for predicting the age of malaria vectors.
Journal: Parasites & vectors
Published: May 30, 2022
The effect of light and ventilation on house entry by Anopheles arabiensis sampled using light traps in Tanzania: an experimental hut study.
Journal: Malaria journal
Published: October 14, 2021
Rapid age-grading and species identification of natural mosquitoes for malaria surveillance.
Journal: Nature communications
Published: June 09, 2020
Prediction of mosquito species and population age structure using mid-infrared spectroscopy and supervised machine learning.
Journal: Wellcome open research
Published: September 10, 2019
Last Updated: 09/26/2026