🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Daniel Marbach

Roche (Switzerland)

ORCID: 0000-0002-6686-9249
MedicineBiochemistry, Genetics and Molecular Biology

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
7.8Author DataRank

Indexed papers

2in 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 2 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 →

Top data-sharing exemplar

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

Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases

Nature Methods(2016)10.1038/nmeth.3799
Top 4%
5.4DataRank
Top 4%384 citations

David Lamparter, Richard Sandstrom, Sharon L. R. Kardia, Zoltán Kutalik, Sven Bergmann +1 more

Papers

Driven by 8 papers — median percentile 94. Top paper: “Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases”.

Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases

Nature Methods(2016)10.1038/nmeth.3799
Top 4%
5.4DataRank
Top 4%384 citations

David Lamparter, Richard Sandstrom, Sharon L. R. Kardia, Zoltán Kutalik, Sven Bergmann +1 more

Predictive regulatory models in Drosophila melanogaster by integrative inference of transcriptional networks

Genome Research(2012)10.1101/gr.127191.111
N/A
4.3DataRank · unranked
126 citations

Sushmita Roy, Ferhat Ay, Patrick E. Meyer, Rogerio Candeias, Christopher A. Bristow +2 more

Identification of Functional Elements and Regulatory Circuits by Drosophila modENCODE

Science(2010)10.1126/science.1198374
Top 9%
2.4DataRank
Top 9%1089 citations

Sushmita Roy, Jason Ernst, Peter V. Kharchenko, Yanxiao Zhang, Richard S. Sandstrom +172 more

Wisdom of crowds for robust gene network inference

Nature Methods(2012)10.1038/nmeth.2016
N/A
1.1DataRank · unranked
1765 citations

Daniel Marbach, James C. Costello, Robert Küffner, Nicole M Vega, Robert J. Prill +5 more

Network deconvolution as a general method to distinguish direct dependencies in networks

Nature Biotechnology(2013)10.1038/nbt.2635
N/A
0.858DataRank · unranked
304 citations

Daniel Marbach, Muriel Médard, Sharon L. R. Kardia, Soheil Feizi

Erratum: Corrigendum: Network deconvolution as a general method to distinguish direct dependencies in networks

Nature Biotechnology(2015)10.1038/nbt0415-424
N/A
0.530DataRank · unranked
11 citations

Daniel Marbach, Muriel Médard, Sharon L. R. Kardia, Soheil Feizi

Predicting trait regulators by identifying co-localization of DNA binding and GWAS variants in regulatory regions

bioRxiv (Cold Spring Harbor Laboratory)(2018)10.1101/467852
N/A
0DataRank · unranked
0 citations

Soheil Feizi, Daniel Marbach, Melina Claussnitzer, Sharon L. R. Kardia, Richard Sandstrom

Contextual AI models for single-cell protein biology

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.07.18.549602
N/A
0DataRank · unranked
10 citations

Yepeng Huang, Marissa Sumathipala, Man Liang, Alberto Valdeolivas, Ashwin N. Ananthakrishnan +4 more