Author

Mingzhi Liao

Northwest A&F UniversityORCID 0000-0002-5216-5742Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Assay:ATAC-seq· 1 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Canzhuang Sun· 1 shared Dongxue Che· 1 shared Hao LiiD· 1 shared Hebing CheniD· 1 shared Jinlian Hua· 1 shared Kang XuiD· 1 shared Leijie LiiD· 1 shared Peng Zhang· 1 shared

Activity by Year

2019-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Canzhuang Sun

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJan 6, 2025

A comprehensive benchmark and guide for sequence-function interpretable deep learning models in genomics

Canzhuang Sun, Yu Sun, Kang Xu…·Hebing Chen

This paper benchmarks sequence-function deep learning models using ATAC-seq data, showing that different models and interpretability methods are better suited to specific tasks.

2 citations

ATAC-seqdeep learning

𝕏 PostBluesky

Developmental BiologyCell CyclePeer-reviewedOct 9, 2019

Landscape of RNA editing reveals new insights into the dynamic gene regulation of spermatogenesis based on integrated RNA-Seq

Xiaodan Wang, Xiaolong Wu, Zhenshuo Zhu…·Mingzhi Liao

The paper integrates RNA-Seq datasets to map RNA editing sites during mouse spermatogenesis, revealing their genomic distribution and functional impact.

8 citations

mousebulk RNA-seq

𝕏 PostBluesky