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

Sophia J. Wagner

Brigham and Women's Hospital

ORCID: 0000-0003-3763-2282
Computer ScienceMedicineBiochemistry, 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
0.903Author 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.

HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis

arXiv (Cornell University)(2024)10.48550/arxiv.2406.16192
Top 22%
0.903DataRank
Top 22%22 citations

Paul Doucet, Andrew H. Song, Ming Y. Lu, Cristina Almagro-Pérez, Sophia J. Wagner +6 more

Papers

Driven by 7 papers — median percentile 39. Top paper: “Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study”.

Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study

Cancer Cell(2023)10.1016/j.ccell.2023.08.002
N/A
4.8DataRank · unranked
254 citations

Daniel Reisenbüchler, Nicholas P. West, Jan Niehues, Jiefu Zhu, Sebastian Foersch +62 more

HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis

arXiv (Cornell University)(2024)10.48550/arxiv.2406.16192
Top 22%
0.903DataRank
Top 22%22 citations

Paul Doucet, Andrew H. Song, Ming Y. Lu, Cristina Almagro-Pérez, Sophia J. Wagner +6 more

Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

Computers in Biology and Medicine(2024)10.1016/j.compbiomed.2024.108410
N/A
0.373DataRank · unranked
11 citations

Gustav Müller‐Franzes, Yoni Schirris, Sophia J. Wagner, Michael Jendrusch, Matthias Kloor +8 more

A Foundation Model for Spatial Proteomics

arXiv (Cornell University)(2025)10.48550/arxiv.2506.03373
N/A
0.292DataRank · unranked
6 citations

Yuzhou Chang, Huaying Qiu, Yao Yu Yeo, Guillaume Jaume, Yuchen Wang +55 more

A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics

arXiv (Cornell University)(2025)10.48550/arxiv.2508.01490
Top 100%
0DataRank
Top 100%0 citations

Giovanni Palla, M. Hong Nguyen, Sophia J. Wagner, Manuel Tran, Fabian Joachim Theis +4 more

B-Cos Aligned Transformers Learn Human-Interpretable Features

arXiv (Cornell University)(2024)10.48550/arxiv.2401.08868
N/A
0DataRank · unranked
0 citations

Amal Lahiani, Yashin Dicente Cid, Melanie Boxberg, Peter Lienemann, Christian Matek +5 more

Molecular-driven Foundation Model for Oncologic Pathology

arXiv (Cornell University)(2025)10.48550/arxiv.2501.16652
N/A
0DataRank · unranked
8 citations

Andrew Zhang, Guillaume Jaume, Andrew H. Song, Tong Ding, Sophia J. Wagner +13 more