Issa H Mshani

Affiliations

Environmental Health and Ecological Sciences Department, Ifakara Health Institute, P.O. Box 53, Morogoro, Tanzania.
School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, G12 8QQ, UK.

Publications (9)

Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus.

Parasites & vectors

Avec: Emmanuel P Mwanga , Doreen J Siria , Sophia H Mwinyi , Said Abbasi , Mario Gonzalez Jimenez , Klaas Wynne , Francesco Baldini , Simon A Babayan , Fredros O Okumu

Screening of malaria infections in human blood samples with varying parasite densities and anaemic conditions using AI-Powered mid-infrared spectroscopy.

Malaria journal

Avec: 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

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

BMC bioinformatics

Avec: Emmanuel P Mwanga , Doreen J Siria , Joshua Mitton , Mario González-Jiménez , Prashanth Selvaraj , Klaas Wynne , Francesco Baldini , Fredros O Okumu , Simon A Babayan

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

Parasites & vectors

Avec: Ismail H Nambunga , Betwel J Msugupakulya , Emmanuel E Hape , 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

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

Malaria journal

Avec: 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

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

Malaria journal

Avec: Halfan S Ngowo , Fredros O Okumu , Emmanuel E Hape , Heather M Ferguson , Jason Matthiopoulos

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

Malaria journal

Avec: Polius G Pinda , Dickson S Msaky , Letus L Muyaga , Rukiyah M Njalambaha , Japhet Kihonda , Hamis Bwanaly , Halfan S Ngowo , Emmanuel W Kaindoa , Lizette L Koekemoer , Fredros O Okumu

Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning.

Malaria journal

Avec: Emmanuel P Mwanga , Idrisa S Mchola , Faraja E Makala , 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

Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning.

Scientific reports

Avec: Emmanuel P Mwanga , Prisca A Kweyamba , Doreen J Siria , 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

Réseau de co-auteurs

Fredros O Okumu 7 collaborations

Emmanuel P Mwanga 6 collaborations

Doreen J Siria 6 collaborations

Francesco Baldini 6 collaborations

Simon A Babayan 6 collaborations

Klaas Wynne 5 collaborations

Mario González-Jiménez 4 collaborations

Sophia H Mwinyi 3 collaborations

Said Abbasi 3 collaborations

Heather M Ferguson 3 collaborations

Halfan S Ngowo 3 collaborations

Prisca A Kweyamba 2 collaborations

Fredros Okumu 2 collaborations

Prashanth Selvaraj 2 collaborations

Emmanuel E Hape 2 collaborations

Rukiyah M Njalambaha 2 collaborations

Emmanuel W Kaindoa 2 collaborations

Letus L Muyaga 2 collaborations

Maggy T Sikulu-Lord 2 collaborations

Idrisa S Mchola 2 collaborations

Faraja E Makala 2 collaborations

Godian Seleman 2 collaborations

Mario Gonzalez Jimenez 1 collaboration

Frank M Jackson 1 collaboration

Rehema Y Mwanga 1 collaboration

Mgeni M Tambwe 1 collaboration

Lorenz M Hofer 1 collaboration

Sarah J Moore 1 collaboration

Joshua Mitton 1 collaboration

Ismail H Nambunga 1 collaboration

Betwel J Msugupakulya 1 collaboration

Najat F Kahamba 1 collaboration

Gustav Mkandawile 1 collaboration

Daniel M Mabula 1 collaboration

Marie R G Hermy 1 collaboration

Frederic Tripet 1 collaboration

Bazoumana Bd Sow 1 collaboration

Roger Sanou 1 collaboration

Mercy Opiyo 1 collaboration

Abdoulaye Diabate 1 collaboration

Jason Matthiopoulos 1 collaboration

Polius G Pinda 1 collaboration

Dickson S Msaky 1 collaboration

Japhet Kihonda 1 collaboration

Hamis Bwanaly 1 collaboration

Lizette L Koekemoer 1 collaboration

Jacqueline N Mgaya 1 collaboration

Mario González Jiménez 1 collaboration

Klaas Waynne 1 collaboration