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

Dennis Bontempi

SIB Swiss Institute of Bioinformatics

ORCID: 0000-0003-0775-5679

Also affiliated with Harvard University, Maastricht University, Dana-Farber Cancer Institute, Maastro Clinic, Mass General Brigham, University of Lausanne

MedicineComputer ScienceEngineering

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
0.612Author 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.

Enrichment of lung cancer computed tomography collections with AI-derived annotations

Scientific Data(2024)10.1038/s41597-023-02864-y
Top 38%
0.508DataRank
Top 38%7 citations

Dennis Bontempi, Vamsi Thiriveedhi, Davide Punzo, David Clunie, Christopher P. Bridge +4 more

Papers

Driven by 10 papers — median percentile 42. Top paper: “Enrichment of lung cancer computed tomography collections with AI-derived annotations”.

Enrichment of lung cancer computed tomography collections with AI-derived annotations

Scientific Data(2024)10.1038/s41597-023-02864-y
Top 38%
0.508DataRank
Top 38%7 citations

Dennis Bontempi, Vamsi Thiriveedhi, Davide Punzo, David Clunie, Christopher P. Bridge +4 more

Enrichment of the NLST and NSCLC-Radiomics computed tomography collections with AI-derived annotations

arXiv (Cornell University)(2023)10.48550/arxiv.2306.00150
Top 78%
0.104DataRank
Top 78%1 citations

Dennis Bontempi, Vamsi Thiriveedhi, Davide Punzo, David Clunie, Christopher P. Bridge +4 more

Foundation Models for Quantitative Biomarker Discovery in Cancer Imaging

medRxiv(2023)10.1101/2023.09.04.23294952
N/A
0DataRank · unranked
8 citations

Dennis Bontempi, Ibrahim Hadžić, Vasco Prudente, Mateo Sokač, Tafadzwa L. Chaunzwa +6 more

Decoding biological age from face photographs using deep learning

medRxiv(2023)10.1101/2023.09.12.23295132
N/A
0DataRank · unranked
6 citations

Dennis Bontempi, Danielle S. Bitterman, Nicolai J. Birkbak, Derek Shyr, Fridolin Haugg +17 more

Foundation model for cancer imaging biomarkers

Nature Machine Intelligence(2024)10.1038/s42256-024-00807-9
N/A
0DataRank · unranked
172 citations

Dennis Bontempi, Ibrahim Hadžić, Vasco Prudente, Mateo Sokač, Tafadzwa L. Chaunzwa +6 more

End-to-end reproducible AI pipelines in radiology using the cloud

Nature Communications(2024)10.1038/s41467-024-51202-2
N/A
0DataRank · unranked
14 citations

Leonard Nuernberg, Suraj Pai, Deepa Krishnaswamy, Vamsi Thiriveedhi, Ahmed Hosny +6 more

FaceAge, a deep learning system to estimate biological age from face photographs to improve prognostication: a model development and validation study

The Lancet Digital Health(2025)10.1016/j.landig.2025.03.002
N/A
0DataRank · unranked
33 citations

Osbert C. Zalay, Danielle S. Bitterman, Nicolai J. Birkbak, Derek Shyr, Fridolin Haugg +17 more

Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial

The Lancet Digital Health(2023)10.1016/s2589-7500(23)00046-8
N/A
0DataRank · unranked
74 citations

Jirapat Likitlersuang, Dennis Bontempi, Zezhong Ye, Sanjay Aneja, Richard L. Bakst +16 more

Associations Between G8 Geriatric Screening Score, Charlson Comorbidity Index, AI-Based Age Phenotype, and Overall Survival in Older Adults With Stage I-II Non-Small Cell Lung Cancer

International Journal of Radiation Oncology*Biology*Physics(2025)10.1016/j.ijrobp.2025.07.1431
N/A
0DataRank · unranked
1 citations

Priya Amin, Sanjana Shah, Sarah M. Lipson, Jenny Yoon, Grace C. Lee +13 more

Deep learning to estimate lung disease mortality from chest radiographs

Nature Communications(2023)10.1038/s41467-023-37758-5
N/A
0DataRank · unranked
51 citations

Vineet K. Raghu, Dennis Bontempi, David C. Christiani, Raymond H. Mak, Michael T. Lu +2 more