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

David Chang

Cedars-Sinai Medical Center

ORCID: 0000-0002-2065-0778

Also affiliated with Public Health Institute, Cedars-Sinai Smidt Heart Institute, College Track

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
1.4Author 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 →

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.

Generating contextual embeddings for emergency department chief complaints

JAMIA Open(2020)10.1093/jamiaopen/ooaa022
Top 15%
1.4DataRank
Top 15%22 citations

Woo Suk Hong, Richard A. Taylor, David Chang

Papers

Driven by 4 papers — median percentile 85. Top paper: “Generating contextual embeddings for emergency department chief complaints”.

Generating contextual embeddings for emergency department chief complaints

JAMIA Open(2020)10.1093/jamiaopen/ooaa022
Top 15%
1.4DataRank
Top 15%22 citations

Woo Suk Hong, Richard A. Taylor, David Chang

Axicabtagene Ciloleucel CAR T-Cell Therapy in Refractory Large B-Cell Lymphoma

New England Journal of Medicine(2017)10.1056/nejmoa1707447
N/A
1.3DataRank · unranked
5812 citations

Frederick L. Locke, Nancy L. Bartlett, Lazaros J. Lekakis, David B. Miklos, Caron A. Jacobson +41 more

Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules

Journal of Gastroenterology and Hepatology(2020)10.1111/jgh.15313
N/A
0DataRank · unranked
21 citations

Cynthia Tsay, Loren Laine, David Chang, Fan Li, Prem Thomas +6 more

Incorporating Domain Knowledge Into Language Models by Using Graph Convolutional Networks for Assessing Semantic Textual Similarity: Model Development and Performance Comparison

JMIR Medical Informatics(2021)10.2196/23101
N/A
0DataRank · unranked
17 citations

Eric Lin, Cynthia Brandt, Richard A. Taylor, David Chang