Dmitry Kobak

HOGENT University of Applied Sciences and Arts

Also affiliated with Ghent University, VIB-UGent Center for Inflammation Research, Hertie Institute for Clinical Brain Research, VIB-UGent Center for Medical Biotechnology

Biochemistry, Genetics and Molecular BiologyNeuroscience

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

12.6Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The World Mortality Dataset: Tracking excess mortality across countries during the COVID-19 pandemic

medRxiv(2021)10.1101/2021.01.27.21250604

Top 2%

8.2DataRank

Top 2%161 citations

Dmitry Kobak, Ariel Karlinsky

Papers

Driven by 22 papers — median percentile 96. Top paper: “The World Mortality Dataset: Tracking excess mortality across countries during the COVID-19 pandemic”.

The World Mortality Dataset: Tracking excess mortality across countries during the COVID-19 pandemic

medRxiv(2021)10.1101/2021.01.27.21250604

Top 2%

8.2DataRank

Top 2%161 citations

Dmitry Kobak, Ariel Karlinsky

A multimodal cell census and atlas of the mammalian primary motor cortex

Nature(2021)10.1038/s41586-021-03950-0

Top 5%

4.3DataRank

Top 5%574 citations

BRAIN Initiative Cell Census Network (BICCN) Corresponding authors, Edward M. Callaway, Joseph R. Ecker, Z. Josh Huang, Ed S. Lein +252 more

Cell type composition and circuit organization of clonally related excitatory neurons in the juvenile mouse neocortex

eLife(2020)10.7554/elife.52951

N/A

1.4DataRank · unranked

55 citations

Federico Scala, Paul G. Fahey, Dmitry Kobak, Shalaka Mulherkar, Fabian H. Sinz +12 more

The landscape of biomedical research

10.1101/2023.04.10.536208

N/A

0.442DataRank · unranked

18 citations

Luca Schmidt, Benjamin M. Schmidt, Philipp Berens, Dmitry Kobak, Rita González-Márquez

Phenotypic variation within and across transcriptomic cell types in mouse motor cortex

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.02.03.929158

N/A

0DataRank · unranked

48 citations

Dmitry Kobak, Matteo Bernabucci, Yves Bernaerts, Cathryn R. Cadwell, Jesus Ramon Castro +12 more

Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.12.01.405886

N/A

0DataRank · unranked

28 citations

Philipp Berens, Dmitry Kobak, Jan Lause

Heavy-Tailed Kernels Reveal a Finer Cluster Structure in t-SNE Visualisations

Lecture notes in computer science(2020)10.1007/978-3-030-46150-8_8

N/A

0DataRank · unranked

13 citations

George Linderman, Stefan Steinerberger, Yuval Kluger, Philipp Berens, Dmitry Kobak

Tracking excess mortality across countries during the COVID-19 pandemic with the World Mortality Dataset

eLife(2021)10.7554/elife.69336

N/A

0DataRank · unranked

708 citations

Dmitry Kobak, Ariel Karlinsky

Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data

Genome biology(2021)10.1186/s13059-021-02451-7

N/A

0DataRank · unranked

208 citations

Philipp Berens, Dmitry Kobak, Jan Lause

Patch-seq: Past, Present, and Future

Journal of Neuroscience(2021)10.1523/jneurosci.1653-20.2020

N/A

0DataRank · unranked

110 citations

Cédric Bardy, Cathryn R. Cadwell, Kristen Hadley, Dmitry Kobak, Shreejoy J. Tripathy +1 more

Sparse Reduced-Rank Regression for Exploratory Visualisation of Paired Multivariate Data

Journal of the Royal Statistical Society Series C (Applied Statistics)(2021)10.1111/rssc.12494

N/A

0DataRank · unranked

28 citations

Yves Bernaerts, Marissa A. Weis, Federico Scala, Andreas S. Tolias, Philipp Berens +1 more

Phenotypic variation of transcriptomic cell types in mouse motor cortex

Nature(2020)10.1038/s41586-020-2907-3

N/A

0DataRank · unranked

406 citations

Dmitry Kobak, Matteo Bernabucci, Yves Bernaerts, Cathryn R. Cadwell, Jesus Ramon Castro +12 more

Distinct organization of two cortico-cortical feedback pathways

Nature Communications(2022)10.1038/s41467-022-33883-9

N/A

0DataRank · unranked

49 citations

Xiaolong Jiang, Federico Scala, Jiakun Fu, Paul G. Fahey, Dmitry Kobak +6 more

Combined statistical-biophysical modeling links ion channel genes to physiology of cortical neuron types

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.03.02.530774

N/A

0DataRank · unranked

11 citations

Michael Deistler, Pedro J. Gonçalves, Jonas Beck, Marcel Stimberg, Federico Scala +5 more

Compound models and Pearson residuals for single-cell RNA-seq data without UMIs

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.08.02.551637

N/A

0DataRank · unranked

1 citations

Christoph Ziegenhain, Leonard Hartmanis, Philipp Berens, Dmitry Kobak, Jan Lause

Persistent Homology for High-dimensional Data Based on Spectral Methods

arXiv (Cornell University)(2023)10.48550/arxiv.2311.03087

N/A

0DataRank · unranked

1 citations

Philipp Berens, Dmitry Kobak, Sebastian Damrich

The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.26.586728

N/A

0DataRank · unranked

9 citations

Dmitry Kobak, Philipp Berens, Jan Lause

Combined statistical-biophysical modeling links ion channel genes to physiology of cortical neuron types

Patterns(2025)10.1016/j.patter.2025.101323

N/A

0DataRank · unranked

3 citations

Michael Deistler, Pedro J. Gonçalves, Jonas Beck, Marcel Stimberg, Federico Scala +5 more

On the Importance of Embedding Norms in Self-Supervised Learning

arXiv (Cornell University)(2025)10.48550/arxiv.2502.09252

N/A

0DataRank · unranked

0 citations

Sharvaree Vadgama, Sebastian Damrich, Jan Niklas Böhm, Lucas Maes, Dmitry Kobak +2 more

DREAMS: Preserving both Local and Global Structure in Dimensionality Reduction

arXiv (Cornell University)(2025)10.48550/arxiv.2508.13747

N/A

0DataRank · unranked

0 citations

Dmitry Kobak, Sebastian Damrich, Noël Kury

Node Embeddings via Neighbor Embeddings

arXiv (Cornell University)(2025)10.48550/arxiv.2503.23822

N/A

0DataRank · unranked

0 citations

Marius Keute, Guzmán, Alica, Sebastian Damrich, Andrew Draganov, Dmitry Kobak +1 more

A Systematic Evaluation of Interneuron Morphology Representations for Cell Type Discrimination

Neuroinformatics(2020)10.1007/s12021-020-09461-z

N/A

0DataRank · unranked

38 citations

Dmitry Kobak, Philipp Berens, Sophie Laturnus

Dmitry Kobak

Indexed papers

Top data-sharing exemplar

Papers