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

Renato Umeton

Weill Cornell Medicine

ORCID: 0000-0002-5561-6932
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 6%percentile
0.224Author 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.

The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation

Ewha Medical Journal(2025)10.12771/emj.2025.00661
Top 62%
0.224DataRank
Top 62%2 citations

Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani +20 more

Papers

Driven by 12 papers — median percentile 38. Top paper: “A deep learning algorithm to predict risk of pancreatic cancer from disease trajectories”.

A deep learning algorithm to predict risk of pancreatic cancer from disease trajectories

Nature Medicine(2023)10.1038/s41591-023-02332-5
N/A
0.859DataRank · unranked
306 citations

Bo Yuan, Jessica X. Hjaltelin, Chunlei Zheng, Amalie Dahl Haue, Piotr Jaroslaw Chmura +22 more

Pancreatic cancer risk predicted from disease trajectories using deep learning

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.27.449937
N/A
0.360DataRank · unranked
10 citations

Bo Yuan, Jessica X. Hjaltelin, Chunlei Zheng, Chen Yuan, Jihye Kim +22 more

The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation

Ewha Medical Journal(2025)10.12771/emj.2025.00661
Top 62%
0.224DataRank
Top 62%2 citations

Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani +20 more

Metabolomics of Prostate Cancer Gleason Score in Tumor Tissue and Serum

Molecular Cancer Research(2020)10.1158/1541-7786.mcr-20-0548
N/A
0DataRank · unranked
45 citations

Svitlana Tyekucheva, Jacob Rosenthal, Habiba El Fandy, Ryan Carelli, Stephanie Borgstein +13 more

Building Tools for Machine Learning and Artificial Intelligence in Cancer Research: Best Practices and a Case Study with the PathML Toolkit for Computational Pathology

Molecular Cancer Research(2021)10.1158/1541-7786.mcr-21-0665
N/A
0DataRank · unranked
47 citations

Ryan Carelli, Mohamed Omar, David Brundage, Ella Halbert, Jackson Nyman +6 more

Federated benchmarking of medical artificial intelligence with MedPerf

Nature Machine Intelligence(2023)10.1038/s42256-023-00652-2
N/A
0DataRank · unranked
153 citations

Renato Umeton, Micah Sheller, Alejandro Aristizábal, Johnu George, Anna Wuest +69 more

Spatially aware deep learning reveals tumor heterogeneity patterns that encode distinct kidney cancer states

Cell Reports Medicine(2023)10.1016/j.xcrm.2023.101189
N/A
0DataRank · unranked
39 citations

Thomas Denize, Ziad Bakouny, Chris Labaki, Breanna M. Titchen, Kevin Bi +13 more

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

Communications Engineering(2023)10.1038/s44172-023-00066-3
N/A
0DataRank · unranked
36 citations

Siddhesh Thakur, İbrahim Ethem Hamamcı, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao +37 more

PI‐RADS 3 score: A retrospective experience of clinically significant prostate cancer detection

BJUI Compass(2023)10.1002/bco2.231
N/A
0DataRank · unranked
4 citations

Fatima Salah, Camden Bay, Jonathan Waring, Renato Umeton, Michelle S. Hirsch +6 more

Data from Metabolomics of Prostate Cancer Gleason Score in Tumor Tissue and Serum

(2023)10.1158/1541-7786.c.6545205.v1
N/A
0DataRank · unranked
0 citations

Svitlana Tyekucheva, Jacob Rosenthal, Habiba El Fandy, Ryan Carelli, Stephanie Borgstein +13 more

The TRIPOD-LLM reporting guideline for studies using large language models

Nature Medicine(2025)10.1038/s41591-024-03425-5
N/A
0DataRank · unranked
389 citations

Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani +20 more

Molecular Mechanisms of Acquired Resistance to MET Tyrosine Kinase Inhibitors in Patients with MET Exon 14–Mutant NSCLC

Clinical Cancer Research(2020)10.1158/1078-0432.ccr-19-3608
N/A
0DataRank · unranked
220 citations

Magda Bahcall, Liam F. Spurr, Jianwei Che, Biagio Ricciuti, Giulia C. Leonardi +18 more