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Emmanuel P. Mwanga
Emmanuel P. Mwanga
Ifakara Health Institute, University of Glasgow (PhD candidate)
Verified email at ihi.or.tz
Title
Cited by
Cited by
Year
Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysis
EP Mwanga, EG Minja, E Mrimi, MG Jiménez, JK Swai, S Abbasi, ...
Malaria journal 18 (1), 1-13, 2019
342019
Using mid-infrared spectroscopy and supervised machine-learning to identify vertebrate blood meals in the malaria vector, Anopheles arabiensis
EP Mwanga, SA Mapua, DJ Siria, HS Ngowo, F Nangacha, J Mgando, ...
Malaria Journal 18 (1), 1-9, 2019
272019
Evaluation of an ultraviolet LED trap for catching Anopheles and Culex mosquitoes in south-eastern Tanzania
EP Mwanga, HS Ngowo, SA Mapua, AS Mmbando, EW Kaindoa, ...
Parasites & vectors 12 (1), 1-12, 2019
252019
Evaluation of a push–pull system consisting of transfluthrin-treated eave ribbons and odour-baited traps for control of indoor-and outdoor-biting malaria vectors
AS Mmbando, E Batista, M Kilalangongono, MF Finda, EP Mwanga, ...
Malaria Journal 18 (1), 1-14, 2019
222019
Eave ribbons treated with transfluthrin can protect both users and non-users against malaria vectors
EP Mwanga, AS Mmbando, PC Mrosso, C Stica, SA Mapua, MF Finda, ...
Malaria journal 18 (1), 1-14, 2019
202019
Rapid age-grading and species identification of natural mosquitoes for malaria surveillance
DJ Siria, R Sanou, J Mitton, EP Mwanga, A Niang, I Sare, PCD Johnson, ...
Nature communications 13 (1), 1-9, 2022
62022
Effects of sample preservation methods and duration of storage on the performance of mid-infrared spectroscopy for predicting the age of malaria vectors
JN Mgaya, DJ Siria, FE Makala, JP Mgando, JM Vianney, EP Mwanga, ...
2022
Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra
EP Mwanga, DJ Siria, J Mitton, IH Mshani, MG Jimenez, P Selvaraj, ...
bioRxiv, 2022
2022
USING TRANSFER LEARNING COUPLED WITH DIMENSIONALITY REDUCTION TO IMPROVE GENERALISABILITY OF MACHINE LEARNING PREDICTIONS OF MOSQUITO AGES FROM MID INFRARED SPECTRA
EP Mwanga, J Mitton, DJ Siria, F Baldini, FO Okumu, SA Babayan
AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE 105 (5), 101-101, 2021
2021
Rapid ageing and species identification of natural mosquitoes for malaria surveillance
DJ Siria, R Sanou, J Mitton, EP Mwanga, A Niang, I Sare, PCD Johnson, ...
bioRxiv, 2020
2020
IDENTIFICATION OF MOSQUITO BLOOD SOURCE USING MID-INFRARED SPECTROSCOPY
E Mwanga, D Siria, S Mapua, H Ngowo, F Okumu
AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE 99 (4), 51-51, 2018
2018
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