Author
Youcheng Zhang
Heidelberg UniversityORCID 0000-0002-5998-1363Unclaimed ORCID profile · follow to get notified of new preprints
Biology Disciplines
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2022-2026 · peak 2/yrCo-Author Collaboration Network
10 top collaborators · 18 mutual co-author links4 papers
Recent·Most cited
- BioinformaticsbioRxivPreprint
Prediction of context-specific regulatory programs and pathways using interpretable deep learning
Daria Doncevic, Carlos Ramirez Alvarez, Albert Li…·Carl Herrmann
The paper introduces COBRA, an interpretable deep learning model for scRNA-seq data that disentangles covariate effects, and demonstrates its application on interferon-stimulated mouse datasets.
- BioinformaticsDiscover Mental HealthPeer-reviewed
A network of transcriptomic signatures identifies novel comorbidity mechanisms between schizophrenia and somatic disorders
Youcheng Zhang, Vinay Srinivas Bharadhwaj, Alpha Tom Kodamullil, Carl Herrmann
This study identifies shared molecular mechanisms between schizophrenia and somatic disorders using a computational framework based on multi-rank non-negative matrix factorization.
3 citations - BioinformaticsBioinformaticsPeer-reviewed
dsMTL - a computational framework for privacy-preserving, distributed multi-task machine learning
Han Cao, Youcheng Zhang, Jan Baumbach…·Emanuel Schwarz
The paper introduces dsMTL, a framework for privacy-preserving, distributed multi-task machine learning, and evaluates its performance in identifying biological signatures across distributed datasets.