Detalhe da pesquisa
1.
Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning.
Malar J
; 23(1): 86, 2024 Mar 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-38532415
2.
Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra.
BMC Bioinformatics
; 24(1): 11, 2023 Jan 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-36624386
3.
Key considerations, target product profiles, and research gaps in the application of infrared spectroscopy and artificial intelligence for malaria surveillance and diagnosis.
Malar J
; 22(1): 346, 2023 Nov 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-37950315
4.
Using mid-infrared spectroscopy and supervised machine-learning to identify vertebrate blood meals in the malaria vector, Anopheles arabiensis.
Malar J
; 18(1): 187, 2019 May 30.
Artigo
em Inglês
| MEDLINE | ID: mdl-31146762
5.
Detection of malaria parasites in dried human blood spots using mid-infrared spectroscopy and logistic regression analysis.
Malar J
; 18(1): 341, 2019 Oct 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-31590669
6.
Rapid classification of epidemiologically relevant age categories of the malaria vector, Anopheles funestus.
Parasit Vectors
; 17(1): 143, 2024 Mar 18.
Artigo
em Inglês
| MEDLINE | ID: mdl-38500231
7.
Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes using mid-infrared spectroscopy and machine learning.
Sci Rep
; 14(1): 12100, 2024 May 27.
Artigo
em Inglês
| MEDLINE | ID: mdl-38802488
8.
Effects of sample preservation methods and duration of storage on the performance of mid-infrared spectroscopy for predicting the age of malaria vectors.
Parasit Vectors
; 15(1): 281, 2022 Aug 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-35933384
9.
Rapid age-grading and species identification of natural mosquitoes for malaria surveillance.
Nat Commun
; 13(1): 1501, 2022 03 21.
Artigo
em Inglês
| MEDLINE | ID: mdl-35314683
10.
Prediction of mosquito species and population age structure using mid-infrared spectroscopy and supervised machine learning.
Wellcome Open Res
; 4: 76, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-31544155
11.
Field evaluation of the BG-Malaria trap for monitoring malaria vectors in rural Tanzanian villages.
PLoS One
; 13(10): e0205358, 2018.
Artigo
em Inglês
| MEDLINE | ID: mdl-30296287
12.
Evaluation of a simple polytetrafluoroethylene (PTFE)-based membrane for blood-feeding of malaria and dengue fever vectors in the laboratory.
Parasit Vectors
; 11(1): 236, 2018 04 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-29642937