Using Bayesian state-space models to understand the population dynamics of the dominant malaria vector, Anopheles funestus in rural Tanzania by Halfan S. Ngowo, Fredros O. Okumu, Emmanuel E. Hape, Issa H. Mshani, Heather M. Ferguson, Jason Matthiopoulos

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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 by Emmanuel P. Mwanga, Doreen J. Siria, Joshua Mitton, Issa H. Mshani, Mario González-Jiménez, Prashanth Selvaraj, Klaas Wynne, Francesco Baldini, Fredros O. Okumu, Simon A. Babayan

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Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus by Emmanuel P. Mwanga, Doreen J. Siria, Issa H. Mshani, Sophia H. Mwinyi, Said Abbasi, Mario Gonzalez Jimenez, Klaas Wynne, Francesco Baldini, Simon A. Babayan, Fredros O. Okumu

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Relationships between biological age, distance from aquatic habitats and pyrethroid resistance status of Anopheles funestus mosquitoes in south-eastern Tanzania by Polius G. Pinda, Dickson S. Msaky, Letus L. Muyaga, Issa H. Mshani, Rukiyah M. Njalambaha, Japhet Kihonda, Hamis Bwanaly, Halfan S. Ngowo, Emmanuel W. Kaindoa, Lizette L. Koekemoer, Fredros O. Okumu

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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 by Issa H. Mshani, Doreen J. Siria, Emmanuel P. Mwanga, Bazoumana BD. Sow, Roger Sanou, Mercy Opiyo, Maggy T. Sikulu-Lord, Heather M. Ferguson, Abdoulaye Diabate, Klaas Wynne, Mario González-Jiménez, Francesco Baldini, Simon A. Babayan, Fredros Okumu

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Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning by Emmanuel P. Mwanga, Prisca A. Kweyamba, Doreen J. Siria, Issa H. Mshani, Idrisa S. Mchola, Faraja E. Makala, Godian Seleman, Said Abbasi, Sophia H. Mwinyi, Mario González-Jiménez, Klaas Waynne, Francesco Baldini, Simon A. Babayan, Fredros O. Okumu

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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 by Issa H. Mshani, Frank M. Jackson, Rehema Y. Mwanga, Prisca A. Kweyamba, Emmanuel P. Mwanga, Mgeni M. Tambwe, Lorenz M. Hofer, Doreen J. Siria, Mario González-Jiménez, Klaas Wynne, Sarah J. Moore, Fredros Okumu, Simon A. Babayan, Francesco Baldini

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Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning by Emmanuel P. Mwanga, Idrisa S. Mchola, Faraja E. Makala, Issa H. Mshani, Doreen J. Siria, Sophia H. Mwinyi, Said Abbasi, Godian Seleman, Jacqueline N. Mgaya, Mario González Jiménez, Klaas Wynne, Maggy T. Sikulu-Lord, Prashanth Selvaraj, Fredros O. Okumu, Francesco Baldini, Simon A. Babayan

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Wild populations of malaria vectors can mate both inside and outside human dwellings by Ismail H. Nambunga, Betwel J. Msugupakulya, Emmanuel E. Hape, Issa H. Mshani, Najat F. Kahamba, Gustav Mkandawile, Daniel M. Mabula, Rukiyah M. Njalambaha, Emmanuel W. Kaindoa, Letus L. Muyaga, Marie R. G. Hermy, Frederic Tripet, Heather M. Ferguson, Halfan S. Ngowo, Fredros O. Okumu

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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 by Issa H. Mshani, Frank M. Jackson, Elihaika G. Minja, Said Abbasi, Nasoro S. Lilolime, Faraja E. Makala, Alfred B. Lazaro, Idrisa S. Mchola, Linda N. Mukabana, Najat F. Kahamba, Alex J. Limwagu, Rukia M. Njalambaha, Halfan S. Ngowo, Donal Bisanzio, Francesco Baldini, Simon A. Babayan, Fredros Okumu

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