Author

Z Liu

Soochow UniversityORCID 0000-0002-7665-2166Unclaimed ORCID profile · follow to get notified of new preprints

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Z Liu2 papers · Karolinska Institutet

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Haitao ZhangiD· 1 shared Jingqi Li· 1 shared Wei Li· 1 shared Yumei LiiD· 1 shared Yuyang Zhang· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Haitao ZhangORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 16, 2026

cfMIND: A read-level methylation framework for accurate non- invasive disease detection using cell-free DNA

Jingqi Li, Z Liu, Haitao Zhang…·Yumei Li

cfMIND improves non-invasive disease detection by analyzing read-level methylation signals from cell-free DNA, achieving high accuracy even at low sequencing depth and across diverse cancers.

DOI 10.64898/2026.05.13.725033

humanDNA methylation

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