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Emmanuel P. Mwanga

Observed names: Emmanuel Mwanga, Mwanga, Emmanuel, Mwanga, Emmanuel P., Mwanga, Emmanuel Peter
ORCID: 0000-0003-1799-3830
Observed ORCID: 0000-0003-1799-3830
OpenAlex ID: A5047840508
Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysis
2019 · Emmanuel P. Mwanga, Elihaika G. Minja, et al. · Malaria Journal · 69
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Rapid age-grading and species identification of natural mosquitoes for malaria surveillance
2022 · Doreen J. Siria, Roger Sanou, et al. · Nature Communications · 62
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Eave ribbons treated with transfluthrin can protect both users and non-users against malaria vectors
2019 · Emmanuel P. Mwanga, Arnold S. Mmbando, et al. · Malaria Journal · 47
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Evaluation of an ultraviolet LED trap for catching Anopheles and Culex mosquitoes in south-eastern Tanzania
2019 · Emmanuel P. Mwanga, Halfan S. Ngowo, et al. · Parasites & Vectors · 46
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Using mid-infrared spectroscopy and supervised machine-learning to identify vertebrate blood meals in the malaria vector, Anopheles arabiensis
2019 · Emmanuel P. Mwanga, Salum A. Mapua, et al. · Malaria Journal · 41
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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
2019 · Arnold S. Mmbando, Elis P. A. Batista, et al. · Malaria Journal · 33
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Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra
2023 · Emmanuel P. Mwanga, Doreen J. Siria, et al. · BMC Bioinformatics · 29
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Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis
2023 · Issa H. Mshani, Doreen J. Siria, et al. · Malaria Journal · 18
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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
2024 · Issa H. Mshani, Frank M. Jackson, et al. · Malaria Journal · 13
Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning
2024 · Emmanuel P. Mwanga, Prisca A. Kweyamba, et al. · Scientific Reports · 11
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Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning
2024 · Emmanuel P. Mwanga, Idrisa S. Mchola, et al. · Malaria Journal · 11
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Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus
2024 · Emmanuel P. Mwanga, Doreen J. Siria, et al. · Parasites & Vectors · 10
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Volatile pyrethroid spatial repellents for preventing mosquito bites: a systematic review and meta-analysis
2025 · Ingrid Chen, Sarah L. Miller, et al. · EBioMedicine · 9
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Effects of sample preservation methods and duration of storage on the performance of mid-infrared spectroscopy for predicting the age of malaria vectors
2022 · Jacqueline N. Mgaya, Doreen J. Siria, et al. · Parasites & Vectors · 5
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Adapting Africa’s vector surveillance systems to monitor gene-drive mosquitoes in malaria control
2026 · Fredros O. Okumu, Marceline Finda, et al. · Trends in Parasitology · 2
Age-grading and species identification of male mosquito Anopheles gambiae s.l. using mid-infrared spectroscopy and machine learning
2026 · Roger Sanou, Emmanuel P. Mwanga, et al. · Scientific Reports · 2
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Using AI-Powered Mid-Infrared Spectroscopy for Malaria Screening Under Varying Parasite Densities and Anaemic Conditions
2024 · Issa Mshani, Frank Jackson, et al. · Research Square · 2
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Rapid ageing and species identification of natural mosquitoes for malaria surveillance
2020 · Doreen J. Siria, Roger Sanou, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2
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Machine learning for risk stratification of hypertensive disorders of pregnancy: Enhancing clinical efficiency in low-resource antenatal care in Tanzania
2026 · Isaac Lyatuu, Emmanuel P. Mwanga, et al. · PLOS Digital Health
Corrigendum to ‘Volatile pyrethroid spatial repellents for preventing mosquito bites: a systematic review and meta-analysis’ EBioMedicine Volatile pyrethroid spatial repellents for preventing mosquito bites: a systematic review and meta-analysis 119 (2025) 105891/10.1016/j.ebiom.2025.105891 Sep: 119: 105891
2025 · Ingrid Chen, Sarah L. Miller, et al. · EBioMedicine
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a systematic review and meta-analysis
2025 · Chen, Ingrid, Miller, Sarah L., et al. · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
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Harnessing Digital Health and Machine Learning for Early Detection of Hypertensive Disorders in Pregnancy: Insights from low-resource settings, Tanzania
2025 · Isaac Lyatuu, Emmanuel Mwanga, et al.
Works count: 26
Citation count: 412
H-index: 11
I10-index: 12
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