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

Zunamys I. Carrero

University Hospital Carl Gustav Carus

ORCID: 0000-0001-8501-1566

Also affiliated with Else Kröner Fresenius Center for Digital Health, Technische Universität Dresden

Computer ScienceNeurosciencePhysics 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 7%percentile
0.104Author 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.

IBDome: An integrated molecular, histopathological, and clinical atlas of inflammatory bowel diseases

Research Square(2025)10.21203/rs.3.rs-6443303/v1
Top 78%
0.104DataRank
Top 78%1 citations

Christina Plattner, Gregor Sturm, Anja A. Kühl, Raja Atreya, Sandro Carollo +15 more

Papers

Driven by 9 papers — median percentile 22. Top paper: “Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study”.

Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study

medRxiv(2023)10.1101/2023.03.08.23286975
N/A
0.396DataRank · unranked
13 citations

Omar S. M. El Nahhas, Hannah Sophie Muti, Tobias Seibel, Didem Çifçi, Marko van Treeck +10 more

IBDome: An integrated molecular, histopathological, and clinical atlas of inflammatory bowel diseases

Research Square(2025)10.21203/rs.3.rs-6443303/v1
Top 78%
0.104DataRank
Top 78%1 citations

Christina Plattner, Gregor Sturm, Anja A. Kühl, Raja Atreya, Sandro Carollo +15 more

Assessing Genotype-Phenotype Correlations with Deep Learning in Colorectal Cancer: A Multi-Centric Study

medRxiv(2025)10.1101/2025.02.04.25321660
N/A
0.104DataRank · unranked
1 citations

Marko van Treeck, Nic G. Reitsam, Zunamys I. Carrero, Chiara Maria Lavinia Loeffler, Asier Rabasco Meneghetti +17 more

Counterfactual Diffusion Models for Interpretable Explanations of Artificial Intelligence Models in Pathology

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.29.620913
N/A
0DataRank · unranked
6 citations

Tim Lenz, Tianyu Han, Katherine Hewitt, Nic G. Reitsam, Sebastian Foersch +7 more

Assessing genotype−phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study

The Lancet Digital Health(2025)10.1016/j.landig.2025.100891
N/A
0DataRank · unranked
7 citations

Marko van Treeck, Nic G. Reitsam, Zunamys I. Carrero, Chiara Maria Lavinia Loeffler, Asier Rabasco Meneghetti +17 more

End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning

BMC Artificial Intelligence(2025)10.1186/s44398-025-00003-8
N/A
0DataRank · unranked
3 citations

Marta Ligero, Jens‐Peter Kühn, Steffen Löck, Zunamys I. Carrero, Raquel Pérez-López +7 more

End-to-end deep learning versus machine learning for biomarker discovery in cancer genomes

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.06.631471
N/A
0DataRank · unranked
3 citations

Chiara Maria Lavinia Loeffler, Julien Vibert, Laura Žigutytė, Srividhya Sainath, Tim Lenz +6 more

Privacy-preserving large language models for structured medical information retrieval

npj Digital Medicine(2024)10.1038/s41746-024-01233-2
N/A
0DataRank · unranked
111 citations

Dyke Ferber, Jiefu Zhu, Marko van Treeck, Sonja K. Meyer, Radhika Juglan +7 more

Large language models as a diagnostic support tool in neuropathology

The Journal of Pathology Clinical Research(2024)10.1002/2056-4538.70009
N/A
0DataRank · unranked
23 citations

Isabella C. Wiest, Zunamys I. Carrero, Laura Bejan, Thomas O Millner, Sebastian Brandner +2 more