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

Arpad Danos

James S. McDonnell Foundation

ORCID: 0000-0001-9815-2288

Also affiliated with Washington University in St. Louis

Biochemistry, Genetics and Molecular BiologyMedicine

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 3%percentile
1.2Author 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 →

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.

CIViCdb 2022: evolution of an open-access cancer variant interpretation knowledgebase

Nucleic Acids Research(2022)10.1093/nar/gkac979
Top 19%
1.0DataRank
Top 19%46 citations

Arpad Danos, Jason Saliba, Joshua F. McMichael, Adam Coffman, Susanna Kiwala +60 more

Papers

Driven by 6 papers — median percentile 30. Top paper: “CIViCdb 2022: evolution of an open-access cancer variant interpretation knowledgebase”.

CIViCdb 2022: evolution of an open-access cancer variant interpretation knowledgebase

Nucleic Acids Research(2022)10.1093/nar/gkac979
Top 19%
1.0DataRank
Top 19%46 citations

Arpad Danos, Jason Saliba, Joshua F. McMichael, Adam Coffman, Susanna Kiwala +60 more

CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.10.13.682185
Top 70%
0.165DataRank
Top 70%2 citations

Quentin Cody, Joshua McMichael, Adam Coffman, Mariam Khanfar, Arpad Danos +9 more

Evolution of the open-access CIViC knowledgebase is driven by the needs of the cancer variant interpretation community

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.13.448171
Top 100%
0DataRank
Top 100%0 citations

Arpad Danos, Susanna Kiwala, Joshua F. McMichael, Adam Coffman, Erica K. Barnell +47 more

Standards for the classification of pathogenicity of somatic variants in cancer (oncogenicity): Joint recommendations of Clinical Genome Resource (ClinGen), Cancer Genomics Consortium (CGC), and Variant Interpretation for Cancer Consortium (VICC)

Genetics in Medicine(2022)10.1016/j.gim.2022.01.001
N/A
0DataRank · unranked
245 citations

Malachi Griffith, Arpad Danos, Beth A. Pitel, Subha Madhavan, Xue‐Lu Liu +42 more

Standardized evidence-based approach for assessment of oncogenic and clinical significance of NTRK fusions

Cancer Genetics(2022)10.1016/j.cancergen.2022.03.001
N/A
0DataRank · unranked
10 citations

Alanna J. Church, Shruti Rao, Arpad Danos, Larissa V. Furtado, Theodore W. Laetsch +11 more

Evaluating Language Models for Biomedical Fact-Checking: A Benchmark Dataset for Cancer Variant Interpretation Verification

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.09.10.675443
N/A
0DataRank · unranked
2 citations

Cameron J. Grisdale, Kilannin Krysiak, Arpad Danos, Mariam Khanfar, Erin Pleasance +10 more