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

Candace C. Liu

Stanford University

ORCID: 0000-0002-2446-2264
Biochemistry, Genetics and Molecular BiologyComputer ScienceMedicine

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
0.680Author 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.

Automated classification of cellular expression in multiplexed imaging data with Nimbus

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.06.02.597062
Top 35%
0.558DataRank
Top 35%9 citations

Noah F. Greenwald, Jolene S. Ranek, Potchara Boonrat, Cameron Walker, Jannik Franzen +15 more

Papers

Driven by 13 papers — median percentile 47. Top paper: “Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma”.

Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma

Cell(2022)10.1016/j.cell.2021.12.023
N/A
7.6DataRank · unranked
389 citations

David R. Glass, Inna Averbukh, Candace C. Liu, Alex Baranski, Adam Kagel +21 more

Dynamic CD8+ T cell responses to cancer immunotherapy in human regional lymph nodes are disrupted in metastatic lymph nodes

Cell(2023)10.1016/j.cell.2023.02.021
N/A
4.9DataRank · unranked
421 citations

Trine Line Hauge Okholm, Kyle B. Jones, Elizabeth McCarthy, Candace C. Liu, Jacqueline L. Yee +18 more

Automated classification of cellular expression in multiplexed imaging data with Nimbus

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.06.02.597062
Top 35%
0.558DataRank
Top 35%9 citations

Noah F. Greenwald, Jolene S. Ranek, Potchara Boonrat, Cameron Walker, Jannik Franzen +15 more

Automated classification of cellular expression in multiplexed imaging data with Nimbus

Nature Methods(2025)10.1038/s41592-025-02826-9
N/A
0.312DataRank · unranked
7 citations

Noah F. Greenwald, Jolene S. Ranek, Potchara Boonrat, Cameron Walker, Jannik Franzen +16 more

OMiCC: An expanded and enhanced platform for meta-analysis of public gene expression data

STAR Protocols(2022)10.1016/j.xpro.2022.101474
Top 71%
0.122DataRank
Top 71%1 citations

Yongjian Guo, Kiera L. Vrindten, William W. Lau, Rachel Sparks, John S. Tsang +1 more

Robust phenotyping of highly multiplexed tissue imaging data using pixel-level clustering

Nature Communications(2023)10.1038/s41467-023-40068-5
N/A
0DataRank · unranked
93 citations

Noah F. Greenwald, Alex Kong, Erin McCaffrey, Ke Xuan Leow, Dunja Mrdjen +5 more

A unified metric of human immune health

Nature Medicine(2024)10.1038/s41591-024-03092-6
N/A
0DataRank · unranked
48 citations

Nicholas Rachmaninoff, William W. Lau, Dylan Hirsch, Neha Bansal, Andrew J. Martins +44 more

Multi-omic landscape of human gliomas from diagnosis to treatment and recurrence

Cancer Cell(2025)10.1016/j.ccell.2025.11.006
N/A
0DataRank · unranked
19 citations

Benjamin Oberlton, Mikaela Ribi, Ke Xuan Leow, Jolene S. Ranek, Inna Averbukh +35 more

Robust phenotyping of highly multiplexed tissue imaging data using pixel-level clustering

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.08.16.504171
N/A
0DataRank · unranked
19 citations

Noah F. Greenwald, Alex Kong, Erin McCaffrey, Ke Xuan Leow, Dunja Mrdjen +5 more

Multiplexed imaging reveals an IFN-γ-driven inflammatory state in nivolumab-associated gastritis

Cell Reports Medicine(2021)10.1016/j.xcrm.2021.100419
N/A
0DataRank · unranked
18 citations

Candace C. Liu, Erin McCaffrey, Rashmi Kumar, Theodore S. Nowicki, David W. Dawson +6 more

Single-synapse analyses of Alzheimer’s disease implicate pathologic tau, DJ1, CD47, and ApoE

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.14.448240
N/A
0DataRank · unranked
3 citations

Chandresh R. Gajera, Candace C. Liu, Kausalia Vijayaragavan, Alan L. Chang, Martin Becker +18 more

Reproducible, high-dimensional imaging in archival human tissue by multiplexed ion beam imaging by time-of-flight (MIBI-TOF)

Laboratory Investigation(2022)10.1038/s41374-022-00778-8
N/A
0DataRank · unranked
51 citations

Marc Bossé, Alex Kong, Adam Kagel, Robert J. Kinders, Stephen M. Hewitt +6 more

Broad immune activation underlies shared set point signatures for vaccine responsiveness in healthy individuals and disease activity in patients with lupus

Nature Medicine(2020)10.1038/s41591-020-0769-8
N/A
0DataRank · unranked
210 citations

Rachel Sparks, Andrew J. Martins, Matthew P. Mulè, Yong Lu, Meghali Goswami +12 more