Author

Jian Hui Song

Westlake UniversityORCID 0009-0001-5577-8595Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Changbin Brad YuiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 8, 2021

Missing Value Imputation using XGboost for Label-Free Mass Spectrometry-Based Proteomics Data

Jian Hui Song, Changbin Brad Yu

This paper introduces XGboost for missing value imputation in label-free proteomics data, showing it outperforms existing methods with empirical parameter settings.

9 citations

proteomicsmachine learning (classical)

𝕏 PostBluesky