Author

Songyuan Wang

University of Illinois Urbana-ChampaignORCID 0000-0001-5169-053XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Chen SongiD· 1 shared Karena S Liang· 1 shared Lelys Bravo de GuenniiD· 1 shared Linjia Feng· 1 shared Tymon Duchnicki· 1 shared Xiao Zhang· 1 shared Yasmín Rubio-PalisiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Chen SongORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 17, 2026

Using machine learning to overcome mosquito collections missing data for malaria modeling

Yasmín Rubio-Palis, Linjia Feng, Karena S Liang…·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.

DOI 10.64898/2026.04.15.718796

machine learning (classical)imputation

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