Crowdsourcing Vector Surveillance: Using Community Knowledge and Experiences to Predict Densities and Distribution of Outdoor-Biting Mosquitoes in Rural Tanzania

por Mwangungulu, Stephen Peter, Sumaye, Robert David, Limwagu, Alex Julius, Siria, Doreen Josen, Kaindoa, Emmanuel Wilson, Okumu, Fredros Oketch
Publicado 2016

The effect of light and ventilation on house entry by Anopheles arabiensis sampled using light traps in Tanzania: an experimental hut study

por Mmbando, Arnold S., Bradley, John, Kazimbaya, Deogratius, Kasubiri, Robert, Knudsen, Jakob, Siria, Doreen, von Seidlein, Lorenz, Okumu, Fredros O., Lindsay, Steve W.
Publicado 2022

Effects of sample preservation methods and duration of storage on the performance of mid-infrared spectroscopy for predicting the age of malaria vectors

por Mgaya, Jacqueline N., Siria, Doreen J., Makala, Faraja E., Mgando, Joseph P., Vianney, John-Mary, Mwanga, Emmanuel P., Okumu, Fredros O.
Publicado 2022

Field evaluation of the BG-Malaria trap for monitoring malaria vectors in rural Tanzanian villages

por Batista, Elis P. A., Ngowo, Halfan, Opiyo, Mercy, Shubis, Gasper K., Meza, Felician C., Siria, Doreen J., Eiras, Alvaro E., Okumu, Fredros O.
Publicado 2018

Evaluation of a simple polytetrafluoroethylene (PTFE)-based membrane for blood-feeding of malaria and dengue fever vectors in the laboratory

por Siria, Doreen J., Batista, Elis P. A., Opiyo, Mercy A., Melo, Elizangela F., Sumaye, Robert D., Ngowo, Halfan S., Eiras, Alvaro E., Okumu, Fredros O.
Publicado 2018

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra

por Mwanga, Emmanuel P., Siria, Doreen J., Mitton, Joshua, Mshani, Issa H., González-Jiménez, Mario, Selvaraj, Prashanth, Wynne, Klaas, Baldini, Francesco, Okumu, Fredros O., Babayan, Simon A.
Publicado 2023

Using mid-infrared spectroscopy and supervised machine-learning to identify vertebrate blood meals in the malaria vector, Anopheles arabiensis

por Mwanga, Emmanuel P., Mapua, Salum A., Siria, Doreen J., Ngowo, Halfan S., Nangacha, Francis, Mgando, Joseph, Baldini, Francesco, González Jiménez, Mario, Ferguson, Heather M., Wynne, Klaas, Selvaraj, Prashanth, Babayan, Simon A., Okumu, Fredros O.
Publicado 2019

Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis

por Mshani, Issa H., Siria, Doreen J., Mwanga, Emmanuel P., Sow, Bazoumana BD., Sanou, Roger, Opiyo, Mercy, Sikulu-Lord, Maggy T., Ferguson, Heather M., Diabate, Abdoulaye, Wynne, Klaas, González-Jiménez, Mario, Baldini, Francesco, Babayan, Simon A., Okumu, Fredros
Publicado 2023

Prediction of mosquito species and population age structure using mid-infrared spectroscopy and supervised machine learning

por González Jiménez, Mario, Babayan, Simon A., Khazaeli, Pegah, Doyle, Margaret, Walton, Finlay, Reedy, Elliott, Glew, Thomas, Viana, Mafalda, Ranford-Cartwright, Lisa, Niang, Abdoulaye, Siria, Doreen J., Okumu, Fredros O., Diabaté, Abdoulaye, Ferguson, Heather M., Baldini, Francesco, Wynne, Klaas
Publicado 2019

Rapid age-grading and species identification of natural mosquitoes for malaria surveillance

por Siria, Doreen J., Sanou, Roger, Mitton, Joshua, Mwanga, Emmanuel P., Niang, Abdoulaye, Sare, Issiaka, Johnson, Paul C. D., Foster, Geraldine M., Belem, Adrien M. G., Wynne, Klaas, Murray-Smith, Roderick, Ferguson, Heather M., González-Jiménez, Mario, Babayan, Simon A., Diabaté, Abdoulaye, Okumu, Fredros O., Baldini, Francesco
Publicado 2022

Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysis

por Mwanga, Emmanuel P., Minja, Elihaika G., Mrimi, Emmanuel, Jiménez, Mario González, Swai, Johnson K., Abbasi, Said, Ngowo, Halfan S., Siria, Doreen J., Mapua, Salum, Stica, Caleb, Maia, Marta F., Olotu, Ally, Sikulu-Lord, Maggy T., Baldini, Francesco, Ferguson, Heather M., Wynne, Klaas, Selvaraj, Prashanth, Babayan, Simon A., Okumu, Fredros O.
Publicado 2019