Oral_voting_transfer: classification of oral microorganisms’ function proteins with voting transfer model
Wenzheng Bao, Yujun Liu, Baitong Chen · 2024
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Description
Wenzheng Bao, Yujun Liu, and Baitong Chen present a computer method to sort proteins from mouth microbes in this study, published in 2023. Mouth microbes help drive gum disease, tooth decay, and mouth cancer, and they link to wider ills such as diabetes and Alzheimer's disease. Knowing what their proteins do would help trace those links, but lab testing is slow and the data are skewed.
Their method borrows a model trained to sort cell-part proteins and adapts it to the mouth task. Several classifiers vote on each protein, and the merged vote gives the final call. The tool sorted proteins from five microbe types with strong results in tests. The code is freely shared, so other labs can run the same sorting on their own protein sets.
Catalog record
| CREATOR | Wenzheng Bao, Yujun Liu, Baitong Chen |
|---|---|
| YEAR | 2024 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 40 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |