Author

Issa H. Mshani

Observed names: Issa H Mshani, Issa Mshani, Mshani, Issa, Mshani, Issa H.

Institutions: Ifakara Health Institute, University of Glasgow

Observed institutions: Ifakara Health Institute, University of Glasgow

ORCID: 0000-0002-4978-3785

Observed ORCID: 0000-0002-4978-3785

OpenAlex ID: A5012666816

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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Relationships between biological age, distance from aquatic habitats and pyrethroid resistance status of Anopheles funestus mosquitoes in south-eastern Tanzania

2022 · Polius G. Pinda, Dickson S. Msaky, et al. · Malaria Journal · 15

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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

Using Bayesian state-space models to understand the population dynamics of the dominant malaria vector, Anopheles funestus in rural Tanzania

2022 · Halfan S. Ngowo, Fredros O. Okumu, et al. · Malaria Journal · 12

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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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Wild populations of malaria vectors can mate both inside and outside human dwellings

2021 · Ismail H. Nambunga, Betwel J. Msugupakulya, et al. · Parasites & Vectors · 10

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Heterogeneous malaria transmission patterns in southeastern Tanzania driven by socio-economic and environmental factors

2025 · Linda N. Mukabana, Issa H. Mshani, et al. · Malaria Journal · 4

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Comparison of fine-scale malaria strata derived from population survey data collected using RDTs, microscopy and qPCR in South-Eastern Tanzania

2024 · Issa H. Mshani, Frank M. Jackson, et al. · Malaria Journal · 4

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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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Using Bayesian state-space models to understand the population dynamics of the dominant malaria vector, Anopheles funestus in rural Tanzania

2022 · Halfan Ngowo, Fredros Oketch Okumu, et al. · Research Square · 2

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Comparison of Fine-Scale Malaria Strata Derived from Population Survey Data Collected Using mRDTs, Microscopy and qPCR in South-Eastern Tanzania

2024 · Issa H. Mshani, Frank M. Jackson, et al. · medRxiv · 1

Mosquito age-grading for malaria vector surveillance in sub-Saharan Africa: current practices and constraints

2026 · Doreen Josen Siria, Naomi Urio, et al. · Malaria Journal

Anopheles Mosquito Larval Abundance and Breeding Habitat Characteristics in South-Eastern Tanzania

2026 · Mwalugelo, Yohana, Mahenge, Herieth H, et al. · Zenodo (CERN European Organization for Nuclear Research)

Adult Mosquito Surveillance and Environmental Monitoring in South-Eastern Tanzania

2026 · Mahenge, Herieth H., Jumanne, Mohamed, et al. · Zenodo (CERN European Organization for Nuclear Research)

Land Cover and Land Use Characterisation of Mosquito Sampling Sites in South-Eastern Tanzania

2026 · Mrosso, Paul C., Mwalugelo, Yohana, et al. · Zenodo (CERN European Organization for Nuclear Research)

Correlations between age, distance from aquatic habitats and pyrethroid resistance status of field populations of the malaria vector, Anopheles funestus in south-eastern Tanzania

2022 · Polius G. Pinda, Dickson S. Msaky, et al. · Research Square

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Wild Populations of Malaria Vectors Can Mate Both Inside and Outside Human Dwellings

2021 · Ismail H. Nambunga, Betwel J. Msugupakulya, et al. · Research Square

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Works count: 27

Citation count: 142

H-index: 9

I10-index: 9