Search Results

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

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

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
Published in Malaria Journal (2023)

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
Published in Malaria Journal (2024)

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
Published in Malaria Journal (2024)

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

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