| 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 | 8 | 2023 |
| Using Bayesian state-space models to understand the population dynamics of the dominant malaria vector, Anopheles funestus in rural Tanzania HS Ngowo, FO Okumu, EE Hape, IH Mshani, HM Ferguson, ... Malaria Journal 21 (1), 161, 2022 | 6 | 2022 |
| Relationships between biological age, distance from aquatic habitats and pyrethroid resistance status of Anopheles funestus mosquitoes in south-eastern Tanzania PG Pinda, DS Msaky, LL Muyaga, IH Mshani, RM Njalambaha, J Kihonda, ... Malaria Journal 21 (1), 365, 2022 | 5 | 2022 |
| Wild populations of malaria vectors can mate both inside and outside human dwellings IH Nambunga, BJ Msugupakulya, EE Hape, IH Mshani, NF Kahamba, ... Parasites & Vectors 14, 1-14, 2021 | 5 | 2021 |
| 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 | 3 | 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 | | 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 |
| Correlations between age, distance from aquatic habitats and pyrethroid resistance status of field populations of the malaria vector, Anopheles funestus in south-eastern Tanzania PG Pinda, DS Msaky, LL Muyaga, IH Mshani, RM Njalambaha, J Kihonda, ... | | 2022 |
