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

Bianca Dumitrascu

University of Michigan

ORCID: 0000-0001-8328-2354

Also affiliated with Columbia University Irving Medical Center, University of Michigan–Flint, Columbia University

Biochemistry, Genetics and Molecular BiologyComputer Science

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 100%percentile
0Author DataRank

Indexed papers

1in 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 1 indexed paper 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 →

Papers

Driven by 10 papers. Top paper: “netNMF-sc: leveraging gene–gene interactions for imputation and dimensionality reduction in single-cell expression analysis”.

netNMF-sc: leveraging gene–gene interactions for imputation and dimensionality reduction in single-cell expression analysis

Genome Research(2020)10.1101/gr.251603.119
N/A
3.5DataRank · unranked
121 citations

Bianca Dumitrascu, Barbara E. Engelhardt, Benjamin J. Raphael, Rebecca Elyanow

Sparse multi-output Gaussian processes for online medical time series prediction

BMC Medical Informatics and Decision Making(2020)10.1186/s12911-020-1069-4
N/A
0.641DataRank · unranked
71 citations

Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li +2 more

In silico tissue generation and power analysis for spatial omics

Nature Methods(2023)10.1038/s41592-023-01766-6
N/A
0.612DataRank · unranked
58 citations

Denis Schapiro, Bianca Dumitrascu, Sanja Vicković, Prisca Liberali, Ethan A. G. Baker

Causal network inference from gene transcriptional time-series response to glucocorticoids

PLoS Computational Biology(2021)10.1371/journal.pcbi.1008223
N/A
0.550DataRank · unranked
38 citations

Bianca Dumitrascu, Ian C. McDowell, Brian Jo, Alejandro Barrera, Linda K. Hong +4 more

A computational pipeline for spatial mechano-transcriptomics

Nature Methods(2025)10.1038/s41592-025-02618-1
N/A
0.524DataRank · unranked
32 citations

Ruiyang He, Benjamin D. Simons, Bianca Dumitrascu, Adrien Hallou

Hypergraph factorization for multi-tissue gene expression imputation

Nature Machine Intelligence(2023)10.1038/s42256-023-00684-8
N/A
0.520DataRank · unranked
31 citations

Chaitanya K. Joshi, Dobrik Georgiev, Phillip Lin, Bianca Dumitrascu, Eric R. Gamazon +2 more

Power analysis for spatial omics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.01.26.477748
N/A
0.312DataRank · unranked
7 citations

Denis Schapiro, Bianca Dumitrascu, Prisca Liberali, Sanja Vicković, Ethan A. G. Baker

Optimal marker gene selection for cell type discrimination in single cell analyses

Nature Communications(2021)10.1038/s41467-021-21453-4
N/A
0DataRank · unranked
118 citations

Soledad Villar, Dustin G. Mixon, Barbara E. Engelhardt, Bianca Dumitrascu

Hypergraph factorisation for multi-tissue gene expression imputation

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.07.31.502211
N/A
0DataRank · unranked
1 citations

Chaitanya K. Joshi, Dobrik Georgiev, Bianca Dumitrascu, Eric R. Gamazon, Píetro Lió +1 more

Patches: A Representation Learning Framework for Decoding Shared and Condition-Specific Transcriptional Programs in Wound Healing

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.12.23.630186
N/A
0DataRank · unranked
1 citations

Simon Van Deursen, Michel Tarnow, D. A. Moraga Amador, Jonathan Chin Cheong, Jose Pomarino Nima +4 more