Author

Dong-Xin Ye

University of Electronic Science and Technology of China

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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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

Frequent Co-Authors

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

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Hao LinORCID

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1 paper

Recent·Most cited

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

Dong-Xin Ye, Shi-Shi Yuan, Wei Su, Hongqi Zhang, Rui Li, Ye-Chen Qi, Hao Lin, Nanqing Dong, 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.

Briefings in Bioinformatics · Jun 16, 2026Peer-reviewedBioinformatics