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

Chang Sun

Maastricht University

ORCID: 0000-0001-8325-8848
Computer ScienceMedicineDecision SciencesBiochemistry, 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 100%percentile
0Author 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 →

Papers

Driven by 11 papers. Top paper: “Using the Personal Health Train for Automated and Privacy-Preserving Analytics on Vertically Partitioned Data”.

Using the Personal Health Train for Automated and Privacy-Preserving Analytics on Vertically Partitioned Data

Studies in Health Technology and Informatics(2018)10.3233/978-1-61499-852-5-581
N/A
2.4DataRank · unranked
35 citations

Mussmann Ole, Puts Marco, van den Berg Bob, van Oppen Claudia, Jörg Tost +10 more

Generative AI for synthetic data across multiple medical modalities: A systematic review of recent developments and challenges

Computers in Biology and Medicine(2025)10.1016/j.compbiomed.2025.109834
N/A
1.3DataRank · unranked
89 citations

Yasmina Al Khalil, Sina Amirrajab, Chang Sun, Marcel Breeuwer, Josien Pluim +5 more

A High-Precision Temperature Measurement Method Through Correcting Reflected Radiation Under High-Temperature Background

IEEE Transactions on Instrumentation and Measurement(2023)10.1109/tim.2023.3277099
N/A
0.617DataRank · unranked
13 citations

Bo-Tao Wang, Tao Liang, Yu Yang, Chang Sun, Ming Ding +1 more

Generating unseen diseases patient data using ontology enhanced generative adversarial networks

npj Digital Medicine(2025)10.1038/s41746-024-01421-0
N/A
0.523DataRank · unranked
14 citations

Michel J. Dumontier, Chang Sun

A Privacy-Preserving Infrastructure for Analyzing Personal Health Data in a Vertically Partitioned Scenario

Studies in Health Technology and Informatics(2019)10.3233/shti190246
N/A
0.500DataRank · unranked
27 citations

Wouters Birgit, Adekunle Onaopepo, van den Berg Bob, Mussmann Ole, Koster Annemarie +16 more

A systematic review on privacy-preserving distributed data mining

Data Science(2021)10.3233/ds-210036
N/A
0.472DataRank · unranked
13 citations

Lianne Ippel, André Dekker, Michel J. Dumontier, Johan van Soest, Chang Sun

TAPS Responsibility matrix: a tool for responsible data science by design

Journal of Responsible Innovation(2024)10.1080/23299460.2024.2414530
N/A
0.298DataRank · unranked
4 citations

Remzi Celebi, Chang Sun, Parveen Kumar, Linda Rieswijk, Michael Erard +5 more

TAPS Responsibility Matrix: A tool for responsible data science by design

arXiv (Cornell University)(2023)10.48550/arxiv.2302.01041
N/A
0.136DataRank · unranked
1 citations

Luisa Castagnoli, Chang Sun, Linda Rieswijk, Michael Erard, Arif Yılmaz +4 more

Knowledge Graphs Evolution and Preservation -- A Technical Report from ISWS 2019

arXiv (Cornell University)(2020)10.48550/arxiv.2012.11936
N/A
0.104DataRank · unranked
1 citations

Kholoud Alghamdi, Mortaza Alinam, Francesca Alloatti, Glenda Amaral, Martin Beno +69 more

Enabling Granular Subgroup Level Model Evaluations by Generating Synthetic Medical Time Series

arXiv (Cornell University)(2025)10.48550/arxiv.2510.19728
N/A
0DataRank · unranked
0 citations

Bart Elen, Chang Sun, Gökhan Ertaylan, Michel J. Dumontier, Mahmoud Ibrahim

Adapting Lightweight Vision Language Models for Radiological Visual Question Answering

arXiv (Cornell University)(2025)10.48550/arxiv.2506.14451
N/A
0DataRank · unranked
0 citations

Michel J. Dumontier, Chang Sun, Aditya Shourya