Author

Sören Laue

Friedrich Schiller University JenaORCID 0000-0003-4351-9868Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:scRNA-seq· 2 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Domagoj MatijevićiD· 2 shared Stefan CanzariD· 2 shared Van Hoan DoiD· 2 shared Francisca RojasiD· 1 shared Khaled ElbassioniiD· 1 shared Luka BorozaniD· 1 shared Mislav Blažević· 1 shared Pablo Monteagudo-MesasiD· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersBioinformatics

Domagoj MatijevićORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 24, 2021

Metric Multidimensional Scaling for Large Single-Cell Data Sets using Neural Networks

Stefan Canzar, Van Hoan Do, Slobodan Jelić…·Tomislav Prusina

The paper introduces a neural network method for metric multidimensional scaling that scales to large single-cell datasets and provides non-linear embeddings.

2 citations

scRNA-seqdeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJan 17, 2019

Dynamic pseudo-time warping of complex single-cell trajectories

Van Hoan Do, Mislav Blažević, Pablo Monteagudo-Mesas…·Stefan Canzar

This paper introduces Trajan, a tool for comparing complex single-cell trajectories with branching points, demonstrating its ability to align biological processes and identify reprogramming barriers.

10 citations

humanscRNA-seq

𝕏 PostBluesky