Using machine learning to overcome mosquito collections missing data for malaria modeling
Yasmín Rubio-Palis, Linjia Feng, Karena S Liang, Chen Song, Songyuan Wang, Tymon Duchnicki, Xiao Zhang, Lelys Bravo de Guenni
The paper uses machine learning to impute missing mosquito data and improve malaria incidence predictions in Bolivar State, Venezuela, but finds it ineffective for P. falciparum.
bioRxiv · Apr 17, 2026 · PreprintBioinformatics