Author

K. Ouardini

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

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

M. G. Jones· 1 shared M. I. Jordan· 1 shared N. Yosef· 1 shared R. Lopez· 1 shared R. Zhang· 1 shared S. Prillo· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

M. G. Jones

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Reconstructing unobserved cellular states from paired single-cell lineage tracing and transcriptomics data

K. Ouardini, R. Lopez, M. G. Jones, S. Prillo, R. Zhang, M. I. Jordan, N. Yosef

The paper introduces TreeVAE, a probabilistic framework to reconstruct unobserved ancestral cellular states from single-cell lineage tracing and transcriptomics data, showing improved performance over benchmarks.

bioRxiv · May 28, 2021 · PreprintBioinformatics