Author

M. I. Jordan

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 Cell Biology· 1

Signature Assays, Organisms & Methods

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Assay:scRNA-seq· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

N. Yosef· 2 shared R. Lopez· 2 shared A. Gayoso· 1 shared J. Regier· 1 shared K. Ouardini· 1 shared M. G. Jones· 1 shared P. Boyeau· 1 shared R. Zhang· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 24 mutual co-author links

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2 shared papersBioinformatics

N. Yosef

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Author profile →

2 papers

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

Deep Generative Models for Detecting Differential Expression in Single Cells

P. Boyeau, R. Lopez, J. Regier, A. Gayoso, M. I. Jordan, N. Yosef

This paper introduces deep generative models for differential expression detection in scRNA-seq, showing improved performance over existing methods.

bioRxiv · Oct 4, 2019 · PreprintCell Biology