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

Neil R. Smalheiser

University of Illinois Chicago

ORCID: 0000-0003-1079-3406

Also affiliated with University of Chicago

Decision SciencesBiochemistry, 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 4%percentile
0.718Author 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.

Author-ity 2018 - PubMed author name disambiguated dataset

Illinois Data Bank(2021)10.13012/b2idb-2273402_v1
Top 40%
0.477DataRank
Top 40%7 citations

Neil R. Smalheiser, Vetle I. Torvik

Papers

Driven by 16 papers — median percentile 49. Top paper: “Author-ity 2018 - PubMed author name disambiguated dataset”.

Author-ity 2018 - PubMed author name disambiguated dataset

Illinois Data Bank(2021)10.13012/b2idb-2273402_v1
Top 40%
0.477DataRank
Top 40%7 citations

Neil R. Smalheiser, Vetle I. Torvik

Guidelines for Negotiating Scientific Collaboration

PLoS Biology(2005)10.1371/journal.pbio.0030217
N/A
0.416DataRank · unranked
15 citations

Guy A Perkins, Steve Jones, Guy Perkins, Neil R. Smalheiser

The Citation Cloud of a biomedical article: a free, public, web-based tool enabling citation analysis

Journal of the Medical Library Association JMLA(2022)10.5195/jmla.2022.1117
N/A
0.312DataRank · unranked
7 citations

Jodi Schneider, Vetle I. Torvik, Dean P. Fragnito, Eric E. Tirk, Neil R. Smalheiser

Publication Type Tagging using Transformer Models and Multi-Label Classification

medRxiv(2025)10.1101/2025.03.06.25323516
N/A
0.269DataRank · unranked
5 citations

Halil Kilicoglu, Neil R. Smalheiser, Joseph Menke

Creating an Indexing Scheme for Case Series Articles

medRxiv(2025)10.64898/2025.12.19.25342712
Top 61%
0.241DataRank
Top 61%4 citations

Arthur W. Holt, Ang Michael Troy, Joe D. Menke, Neil R. Smalheiser, Andrew Shahidehpour

Effect size, sample size and power of forced swim test assays in mice: Guidelines for investigators to optimize reproducibility

PLoS ONE(2021)10.1371/journal.pone.0243668
N/A
0DataRank · unranked
21 citations

Elena E. Graetz, Yu Zhou, Jing Wang, Neil R. Smalheiser

Anne O’Tate: Value-added PubMed search engine for analysis and text mining

PLoS ONE(2021)10.1371/journal.pone.0248335
N/A
0DataRank · unranked
12 citations

Dean P. Fragnito, Eric E. Tirk, Neil R. Smalheiser

Fifty Ways to Tag your Pubtypes: Multi-Tagger, a Set of Probabilistic Publication Type and Study Design Taggers to Support Biomedical Indexing and Evidence-Based Medicine

medRxiv(2021)10.1101/2021.07.13.21260468
N/A
0DataRank · unranked
14 citations

Jodi Schneider, Yuanxi Fu, Marian McDonagh, Prerna Das, Arthur W. Holt +2 more

New improved Aggregator: predicting which clinical trial articles derive from the same registered clinical trial

JAMIA Open(2020)10.1093/jamiaopen/ooaa042
N/A
0DataRank · unranked
5 citations

Arthur W. Holt, Neil R. Smalheiser

Distribution of trial registry numbers within full-text of PubMed Central articles: implications for linking trials to publications and indexing trial publication types

Trials(2025)10.1186/s13063-025-08741-w
N/A
0DataRank · unranked
7 citations

Ang Michael Troy, Neil R. Smalheiser, Arthur M. Holt

Enhancing automated indexing of publication types and study designs in biomedical literature using full-text features

medRxiv(2025)10.1101/2025.04.23.25326300
N/A
0DataRank · unranked
5 citations

Shufan Ming, Shruthan Radhakrishna, Halil Kilicoglu, Neil R. Smalheiser, Joseph Menke

Linking Trials to Publications: Enhancing Recall by Identifying Trial Registry Mentions in Full-Text

medRxiv(2025)10.1101/2025.06.09.25329285
N/A
0DataRank · unranked
1 citations

Neil R. Smalheiser, Arthur W. Holt

Identifying main finding sentences in clinical case reports

Database(2020)10.1093/database/baaa041
N/A
0DataRank · unranked
11 citations

Aaron Cohen, Sidharth Addepalli, Neil R. Smalheiser, Mengqi Luo

Finding Case Report Nuggets: A Web-Based Tool for Mining and Enhancing the Value of Clinical Case Reports

medRxiv(2025)10.1101/2025.11.13.25340162
N/A
0DataRank · unranked
0 citations

Neil R. Smalheiser, Arthur W. Holt

Effect size, sample size and power of forced swim test assays in mice: Guidelines for investigators to optimize reproducibility

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.26.399584
N/A
0DataRank · unranked
2 citations

Elena E. Graetz, Yu Zhou, Jing Wang, Neil R. Smalheiser

The Citation Cloud of a Biomedical Article: Enabling Citation Analysis

medRxiv(2020)10.1101/2020.06.15.20131623
N/A
0DataRank · unranked
1 citations

Jodi Schneider, Vetle I. Torvik, Dean P. Fragnito, Eric E. Tirk, Neil R. Smalheiser