Author

Dong-Xin Ye

University of Electronic Science and Technology of China

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Bioinformatics· 1

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Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:proteomics· 1

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Hao LiniD· 1 shared Hongqi ZhangiD· 1 shared Nanqing DongiD· 1 shared Rui LiiD· 1 shared Shi-Shi YuaniD· 1 shared Wei SuiD· 1 shared Yan-Ting JiniD· 1 shared Ye-Chen QiiD· 1 shared

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2026-2026 · peak 1/yr

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1 paper

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BioinformaticsBriefings in BioinformaticsPeer-reviewedJun 16, 2026

EssTFNet: Integration of Adaptive Time - Frequency and DNA Language Models for Interpretable Human Essential Gene Prediction

Dong-Xin Ye, Shi-Shi Yuan, Wei Su…·Yan-Ting Jin

EssTFNet predicts human essential genes using a deep learning framework combining adaptive time-frequency analysis and DNA language models, achieving high accuracy and interpretability.

DOI 10.1093/bib/bbag349

humanDNA methylation