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

Marie Piraud

Helmholtz Association of German Research Centres

ORCID: 0000-0002-4917-2458

Also affiliated with Helmholtz Zentrum München, Helmholtz Institute Mainz

MedicinePhysics and AstronomyComputer ScienceNeuroscience

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 1%percentile
10.3Author DataRank

Indexed papers

5in 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 5 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.

The Liver Tumor Segmentation Benchmark (LiTS)

Medical Image Analysis(2022)10.1016/j.media.2022.102680
Top 2%
7.2DataRank
Top 2%1181 citations

Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis +95 more

Papers

Driven by 15 papers — median percentile 81. Top paper: “The Liver Tumor Segmentation Benchmark (LiTS)”.

The Liver Tumor Segmentation Benchmark (LiTS)

Medical Image Analysis(2022)10.1016/j.media.2022.102680
Top 2%
7.2DataRank
Top 2%1181 citations

Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis +95 more

MISATO: machine learning dataset of protein–ligand complexes for structure-based drug discovery

Nature Computational Science(2024)10.1038/s43588-024-00627-2
Top 13%
1.5DataRank
Top 13%68 citations

Filipe Menezes, Sabrina Benassou, Kieran Didi, André Santos Dias Mourão, Radosław Kitel +10 more

MISATO - Machine learning dataset of protein-ligand complexes for structure-based drug discovery

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.05.24.542082
Top 19%
1.1DataRank
Top 19%23 citations

Filipe Menezes, Sabrina Benassou, Stefan Kesselheim, Marie Piraud, Fabian Joachim Theis +4 more

Probe set selection for targeted spatial transcriptomics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.08.16.504115
N/A
0.890DataRank · unranked
24 citations

Malte D. Luecken, Alexandra B. Firsova, Lisa Barros de Andrade e Sousa, Lena Straßer, Lukas Heumos +14 more

Reporting electricity consumption is essential for sustainable AI

Nature Machine Intelligence(2023)10.1038/s42256-023-00750-1
N/A
0.524DataRank · unranked
32 citations

Marie Piraud, Achim Streit, Fabian Joachim Theis, Markus Götz, Charlotte Debus

The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma

arXiv (Cornell University)(2023)10.48550/arxiv.2305.07642
N/A
0.494DataRank · unranked
26 citations

Maruf Adewole, Michelle Alonso‐Basanta, Talissa A. Altes, Syed Muhammad Anwar, Ujjwal Baid +55 more

Biases in machine-learning models of human single-cell data

Nature Cell Biology(2025)10.1038/s41556-025-01619-8
N/A
0.448DataRank · unranked
7 citations

Vladimir A. Shitov, Malte D. Luecken, Niki Kilbertus, Stefan Bauer, Marie Piraud +3 more

The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI

The Journal of Machine Learning for Biomedical Imaging(2025)10.59275/j.melba.2025-9bd3
Top 49%
0.361DataRank
Top 49%7 citations

Anastasia Janas, Ujjwal Baid, Divya Ramakrishnan, Rachit Saluja, Nader A. Fawzy +95 more

MISATO - Machine learning dataset for structure-based drug discovery

Zenodo (CERN European Organization for Nuclear Research)(2023)10.5281/zenodo.7711953
Top 78%
0.104DataRank
Top 78%1 citations

Filipe Menezes, Sabrina Benassou, Erinç Merdivan, Stefan Kesselheim, Marie Piraud +4 more

GlioMODA: Robust Glioma Segmentation in Clinical Routine

medRxiv(2025)10.1101/2025.11.12.25339968
N/A
0DataRank · unranked
1 citations

Josef A. Buchner, Marcel Rosier, Michael Griessmair, Jan C. Peeken, Jan S. Kirschke +6 more

Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings

Zurich Open Repository and Archive (University of Zurich)(2022)10.48550/arxiv.2205.10355
N/A
0DataRank · unranked
0 citations

Ivan Ezhov, Lucas Fidon, Izabela Horvath, Ezequiel de la Rosa, John LaMaster +12 more

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

The Journal of Machine Learning for Biomedical Imaging(2023)10.59275/j.melba.2023-dg1f
N/A
0DataRank · unranked
37 citations

Ivan Ezhov, Fabian Isensee, Fabian Balsiger, Christoph Berger, Maximilian Koerner +14 more

The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)

arXiv (Cornell University)(2023)10.48550/arxiv.2305.09011
N/A
0DataRank · unranked
12 citations

Gian Marco Conte, Hu, Qingqiao, Syed Muhammad Anwar, Florian Kofler, Ivan Ezhov +60 more

Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps

arXiv (Cornell University)(2023)10.48550/arxiv.2312.02608
N/A
0DataRank · unranked
2 citations

Hendrik Möller, Josef A. Buchner, Ezequiel de la Rosa, Ivan Ezhov, Marcel Rosier +16 more

The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

arXiv (Cornell University)(2024)10.48550/arxiv.2404.15009
N/A
0DataRank · unranked
7 citations

Nastaran Khalili, Xinyang Liu, Deep Gandhi, Zhifan Jiang, Syed Muhammed Anwar +66 more