| 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, 1-13, 2019 | 60 | 2019 |
| 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, 1-9, 2019 | 50 | 2019 |
| 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), 1501, 2022 | 42 | 2022 |
| 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, 1-12, 2019 | 42 | 2019 |
| 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, 1-14, 2019 | 40 | 2019 |
| 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, EPA Batista, M Kilalangongono, MF Finda, EP Mwanga, ... Malaria Journal 18, 1-14, 2019 | 34 | 2019 |
| 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, M González-Jiménez, ... BMC bioinformatics 24 (1), 11, 2023 | 12 | 2023 |
| Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis IH Mshani, DJ Siria, EP Mwanga, BBD Sow, R Sanou, M Opiyo, ... Malaria Journal 22 (1), 346, 2023 | 5 | 2023 |
| Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning EP Mwanga, IS Mchola, FE Makala, IH Mshani, DJ Siria, SH Mwinyi, ... Malaria Journal 23 (1), 86, 2024 | 3 | 2024 |
| 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, 2020.06. 11.144253, 2020 | 3 | 2020 |
| 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, ... Parasites & Vectors 15 (1), 281, 2022 | 1 | 2022 |
| Screening of malaria infections in human blood samples with varying parasite densities and anaemic conditions using AI-Powered mid-infrared spectroscopy IH Mshani, FM Jackson, RY Mwanga, PA Kweyamba, EP Mwanga, ... Malaria Journal 23 (1), 188, 2024 | | 2024 |
| Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning EP Mwanga, PA Kweyamba, DJ Siria, IH Mshani, IS Mchola, FE Makala, ... Scientific Reports 14 (1), 12100, 2024 | | 2024 |
| Using AI-Powered Mid-Infrared Spectroscopy for Malaria Screening Under Varying Parasite Densities and Anaemic Conditions I Mshani, F Jackson, R Mwanga, P Kweyamba, E Mwanga, M Tambwe, ... | | 2024 |
| Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus EP Mwanga, DJ Siria, IH Mshani, SH Mwinyi, S Abbasi, MG Jimenez, ... Parasites & Vectors 17 (1), 143, 2024 | | 2024 |
| Reagent‑free detection of Plasmodium falciparum malaria infections in feld‑collected mosquitoes using mid‑infrared spectroscopy and machine learning FO Okumu, EP Mwanga, PA Kweyamba, DJ Siria, IH Mshani, IS Mchola, ... Nature Research, 2024 | | 2024 |
| 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 |
| 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 |
