Author

Mengya Shi

Helmholtz Munich

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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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Organism:human· 1 Research Focus:imputation· 1 Assay:metabolomics· 1

Frequent Co-Authors

Agnese PetreraiD· 1 shared Annette PetersiD· 1 shared Christian GiegeriD· 1 shared Christian HerderiD· 1 shared Cornelia P. PrehniD· 1 shared Flora SamiD· 1 shared Francesco Paolo CasaleiD· 1 shared Giuseppe MatulloiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Agnese PetreraORCID

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1 paper

Recent·Most cited

LEOPARD: missing view completion for multi-timepoints omics data via representation disentanglement and temporal knowledge transfer

Siyu Han, Shixiang Yu, Mengya Shi, Makoto Harada, Jianhong Ge, Jie-sheng Lin, Cornelia P. Prehn, Agnese Petrera, Ying Li, Flora Sam, Giuseppe Matullo, Jerzy Adamski, Karsten Suhre, Christian Gieger, Stefanie M. Hauck, , Rui Wang‐Sattler

LEOPARD completes missing views in multi-timepoint omics data by disentangling content and temporal representations, outperforming existing methods on benchmark datasets.

Nature Communications · Apr 5, 2025Peer-reviewedBioinformatics