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

Eoin Fahy

San Diego Supercomputer Center

ORCID: 0000-0003-3196-522X

Also affiliated with University of California San Diego

Biochemistry, Genetics and Molecular BiologyChemistryComputer 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 1%percentile
5.6Author DataRank

Indexed papers

5in 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 5 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.

LIPID MAPS: update to databases and tools for the lipidomics community

Nucleic Acids Research(2023)10.1093/nar/gkad896
Top 7%
3.4DataRank
Top 7%296 citations

Robert Andrews, Simon Andrews, Lauren Cockayne, Edward A. Dennis, Eoin Fahy +10 more

Papers

Driven by 13 papers — median percentile 67. Top paper: “LIPID MAPS: update to databases and tools for the lipidomics community”.

LIPID MAPS: update to databases and tools for the lipidomics community

Nucleic Acids Research(2023)10.1093/nar/gkad896
Top 7%
3.4DataRank
Top 7%296 citations

Robert Andrews, Simon Andrews, Lauren Cockayne, Edward A. Dennis, Eoin Fahy +10 more

Update on LIPID MAPS classification, nomenclature, and shorthand notation for MS-derived lipid structures

Journal of Lipid Research(2020)10.1194/jlr.s120001025
N/A
1.0DataRank · unranked
827 citations

Eoin Fahy, Junken Aoki, Edward A. Dennis, Thierry Durand, Christer S. Ejsing +12 more

ADAP-KDB: A Spectral Knowledgebase for Tracking and Prioritizing Unknown GC–MS Spectra in the NIH’s Metabolomics Data Repository

Analytical Chemistry(2021)10.1021/acs.analchem.1c00355
Top 29%
0.681DataRank
Top 29%16 citations

Yunfei Liao, Eoin Fahy, Shankar Subramaniam, Xiuxia Du, Aleksandr Smirnov

Enabling pan-repository reanalysis for big data science of public metabolomics data

Nature Communications(2025)10.1038/s41467-025-60067-y
Top 33%
0.600DataRank
Top 33%33 citations

Michael Strobel, Thomas Payne, Eoin Fahy, Claire O’Donovan, Shankar Subramamiam +17 more

Cloud‐based archived metabolomics data: A resource for in‐source fragmentation/annotation, meta‐analysis and systems biology

Analytical Science Advances(2020)10.1002/ansa.202000042
Top 41%
0.461DataRank
Top 41%8 citations

Tao Huan, Duane Rinehart, Markus M. Rinschen, Shuzhao Li, Valerie B. O’Donnell +6 more

Enabling pan-repository reanalysis for big data science of public metabolomics data

ChemRxiv(2024)10.26434/chemrxiv-2024-jt46s
Top 46%
0.397DataRank
Top 46%10 citations

Michael Strobel, Thomas Payne, Eoin Fahy, Claire O’Donovan, Shankar Subramamiam +12 more

Playbook workflow builder: Interactive construction of bioinformatics workflows

PLoS Computational Biology(2025)10.1371/journal.pcbi.1012901
N/A
0DataRank · unranked
5 citations

John Erol Evangelista, Zhuorui Xie, Giacomo B. Marino, Anna I. Byrd, Mano R Maurya +36 more

metLinkR: Facilitating Metaanalysis of Human Metabolomics Data through Automated Linking of Metabolite Identifiers

Journal of Proteome Research(2025)10.1021/acs.jproteome.4c01051
N/A
0DataRank · unranked
2 citations

Iris Pang, Fred Lee, Chiraag Gohel, Eoin Fahy, Vicki Stevens +4 more

GNPS Dashboard: collaborative exploration of mass spectrometry data in the web browser

Nature Methods(2021)10.1038/s41592-021-01339-5
N/A
0DataRank · unranked
95 citations

Vanessa V. Phelan, Deepa Acharya, Andrew E. Allen, Allegra T. Aron, Nuno Bandeira +30 more

The Data Distillery: A Graph Framework for Semantic Integration and Querying of Biomedical Data

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.11.666099
N/A
0DataRank · unranked
3 citations

Benjamin Stear, John K. Simmons, Vincent T. Metzger, Praveen Kumar, John Erol Evangelista +39 more

GNPS Dashboard: Collaborative Analysis of Mass Spectrometry Data in the Web Browser

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.05.438475
N/A
0DataRank · unranked
13 citations

Vanessa V. Phelan, Deepa Acharya, Andrew E. Allen, Allegra T. Aron, Nuno Bandeira +30 more

MetGENE: gene-centric metabolomics information retrieval tool

GigaScience(2022)10.1093/gigascience/giad089
N/A
0DataRank · unranked
4 citations

Mano R. Maurya, Srinivasan Ramachandran, Eoin Fahy, Shankar Subramaniam, Sumana Srinivasan

A universal language for finding mass spectrometry data patterns

Nature Methods(2025)10.1038/s41592-025-02660-z
N/A
0DataRank · unranked
49 citations

Alan K. Jarmusch, Allegra T. Aron, Daniel Petras, Vanessa V. Phelan, Haoqi Nina Zhao +69 more