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

R. Vanguri

Children's Hospital of Philadelphia

ORCID: 0000-0001-8049-4829

Also affiliated with New York University, University of Pennsylvania

Physics and AstronomyMedicine

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
1.3Author 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.

Cross-platform dataset of multiplex fluorescent cellular object image annotations

Scientific Data(2023)10.1038/s41597-023-02108-z
Top 26%
0.771DataRank
Top 26%15 citations

Yanyun Li, Yubin Xie, Mianlei Zhang, Andrew D. Posner, Lev Roshal +4 more

Papers

Driven by 15 papers — median percentile 69. Top paper: “Ovarian cancer mutational processes drive site-specific immune evasion”.

Ovarian cancer mutational processes drive site-specific immune evasion

Nature(2022)10.1038/s41586-022-05496-1
N/A
0.863DataRank · unranked
314 citations

Florian Uhlitz, Nicholas Ceglia, Jamie Lim, Michelle Wu, Neeman Mohibullah +56 more

Cross-platform dataset of multiplex fluorescent cellular object image annotations

Scientific Data(2023)10.1038/s41597-023-02108-z
Top 26%
0.771DataRank
Top 26%15 citations

Yanyun Li, Yubin Xie, Mianlei Zhang, Andrew D. Posner, Lev Roshal +4 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

Multimodal data integration using machine learning improves risk stratification of high-grade serous ovarian cancer

Nature Cancer(2022)10.1038/s43018-022-00388-9
N/A
0DataRank · unranked
347 citations

Emily A. Aherne, Lora H. Ellenson, Ines Nikolovski, Mohammed Alghamdi, Ignacio Vázquez-Garćıa +22 more

Tumor Immune Microenvironment and Response to Neoadjuvant Chemotherapy in Hormone Receptor/HER2+ Early Stage Breast Cancer

Clinical Breast Cancer(2022)10.1016/j.clbc.2022.04.002
N/A
0DataRank · unranked
18 citations

Kathleen Fenn, Matthew Kearney, Qi Wang, Hua Guo, Douglas K. Marks +11 more

Semisupervised Training of a Brain MRI Tumor Detection Model Using Mined Annotations

Radiology(2022)10.1148/radiol.210817
N/A
0DataRank · unranked
12 citations

Vivek Yadav, Julie Kim, Ye Rim Choi, David Gutman, Jonathan T. Yang +40 more

Understanding the impact of chemotherapy on the immune landscape of high-grade serous ovarian cancer

Gynecologic Oncology Reports(2022)10.1016/j.gore.2022.100926
N/A
0DataRank · unranked
20 citations

Jamal Benhamida, Jonathan H. Young, Yanyun Li, Oliver Zivanovic, Dennis Chi +4 more

Fast, light, and scalable: harnessing data-mined line annotations for automated tumor segmentation on brain MRI

European Radiology(2023)10.1007/s00330-023-09583-3
N/A
0DataRank · unranked
2 citations

Vivek Yadav, Krishna Nand Keshava Murthy, Pierre Elnajjar, Hao-Hsin Shih, Prashanth Kumar Panyam +39 more

Lung Microbial and Host Genomic Signatures as Predictors of Prognosis in Early-Stage Adenocarcinoma

Cancer Epidemiology Biomarkers & Prevention(2024)10.1158/1055-9965.epi-24-0661
N/A
0DataRank · unranked
6 citations

Fares Darawshy, Chan Wang, Benjamin Kwok, Kendrew K. Wong, Benjamin G. Wu +27 more

Effect of automated TIL quantification in early-stage melanoma on accuracy of standard T staging using AJCC guidelines.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.10076
N/A
0DataRank · unranked
2 citations

Isabel D. Friesner, Emanuelle M. Rizk, Megan H. Trager, Jülide Tok Çelebi, Jeani Rich +15 more

Molecular profiling of sacral chordomas through methylation, spatial transcriptomics and multiplexed immunofluorescence

ESMO rare cancers.(2025)10.1016/j.esmorc.2025.100115
N/A
0DataRank · unranked
0 citations

George Jour, Gunjan Sinha, Jamal Benhamida, Nathaniel Aleynick, Hortense Le +11 more

Automated digital TIL analysis (ADTA) adds prognostic value to standard assessment of depth and ulceration in primary melanoma

Scientific Reports(2021)10.1038/s41598-021-82305-1
N/A
0DataRank · unranked
26 citations

Isabel D. Friesner, Emanuelle M. Rizk, Benjamin T. Fullerton, Manas Mondal, Megan H. Trager +24 more

Kaiso (ZBTB33) subcellular partitioning functionally links LC3A/B, the tumor microenvironment, and breast cancer survival

Communications Biology(2021)10.1038/s42003-021-01651-y
N/A
0DataRank · unranked
15 citations

Jung S. Byun, Samson Park, Tingfen Yan, Ryan Yancey, Ambar Caban +18 more

Multimodal integration of radiology, pathology and genomics for prediction of response to PD-(L)1 blockade in patients with non-small cell lung cancer

Nature Cancer(2022)10.1038/s43018-022-00416-8
N/A
0DataRank · unranked
366 citations

Jia Luo, Andrew Aukerman, Jacklynn V. Egger, Christopher J. Fong, Natally Horvat +16 more