Author

Zongyu Dai

University of Pennsylvania

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:multiome· 1 Approach:statistical model· 1

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Jenna L. Ballard· 1 shared Li SheniD· 1 shared Qi LongiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Jenna L. Ballard

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1 paper

Recent·Most cited

Bioinformaticsnpj Systems Biology and ApplicationsPeer-reviewedJun 11, 2026

JASMINE: A powerful representation learning method for enhanced analysis of incomplete multi-omics data

Jenna L. Ballard, Zongyu Dai, Li Shen, Qi Long

JASMINE improves analysis of incomplete multi-omics data by learning representations that preserve modality-specific and shared information, achieving better performance across tasks.

DOI 10.1038/s41540-026-00759-3

multiomedeep learning

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