Author

Zian Liu

Baylor College of MedicineORCID 0000-0003-4803-0906Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Research Focus:variant effect prediction· 2 Assay:DNA methylation· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Md. Abul Hassan SameeiD· 2 shared

Activity by Year

2023-2023 · peak 2/yr

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintDec 14, 2023

Imputation approaches and quality standards for single-cell epigenetic age predictions

Zian Liu, Md. Abul Hassan Samee

The paper evaluates imputation methods and quality standards for predicting epigenetic age from single-cell DNA methylation data in humans.

1 citation

humanDNA methylation

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GenomicsNucleic Acids ResearchPeer-reviewedJun 15, 2023

Mutation rate variations in the human genome are encoded in DNA shape

Zian Liu, Md. Abul Hassan Samee

The paper models human genome mutation rates using DNA shape features, achieving higher accuracy than sequence-based models and identifying structural properties linked to mutation rates.

17 citations

humanwhole-genome sequencing

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