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

Fabian Isensee

German Cancer Research Center

ORCID: 0000-0002-3519-5886

Also affiliated with Heidelberg University, University Hospital of Zurich, Helmholtz-Institute Ulm

MedicineComputer Science

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
17.7Author DataRank

Indexed papers

3in 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 3 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 19 papers — median percentile 97. Top paper: “Metrics reloaded: recommendations for image analysis validation”.

Metrics reloaded: recommendations for image analysis validation

Nature Methods(2024)10.1038/s41592-023-02151-z
N/A
9.2DataRank · unranked
411 citations

Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou +68 more

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

The Medical Segmentation Decathlon

Nature Communications(2022)10.1038/s41467-022-30695-9
Top 3%
6.9DataRank
Top 3%1226 citations

Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp‐Schneider, Bennett A. Landman +53 more

The Cell Tracking Challenge: 10 years of objective benchmarking

Nature Methods(2023)10.1038/s41592-023-01879-y
Top 6%
3.6DataRank
Top 6%229 citations

Vladimír Ulman, Pablo Delgado-Rodriguez, Estibaliz Gómez‐de‐Mariscal, Tereza Nečasová, Fidel A. Guerrero Peña +34 more

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Radiology(2020)10.1148/radiol.2020191145
N/A
1.2DataRank · unranked
3690 citations

Martin Vallières, Mahmoud A. Abdalah, Hugo J.W.L. Aerts, Vincent Andrearczyk, Aditya Apte +58 more

Understanding metric-related pitfalls in image analysis validation

Nature Methods(2024)10.1038/s41592-023-02150-0
N/A
0.783DataRank · unranked
184 citations

Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Ali Emre Kavur +65 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

AI-generated R.E.N.A.L.+ Score Surpasses Human-generated Score in Predicting Renal Oncologic Outcomes

Urology(2023)10.1016/j.urology.2023.07.017
N/A
0DataRank · unranked
11 citations

Andrew Wood, Tarik Benidir, Nicholas Heller, Fabian Isensee, Resha Tejpaul +16 more

Why is the Winner the Best?

Amsterdam UMC (VU Amsterdam) - Institutional Repository(2023)10.1109/cvpr52729.2023.01911
N/A
0DataRank · unranked
6 citations

Andreas Reinke, Vivienn Weru, Minu D. Tizabi, Fabian Isensee, Thomas Adler +95 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

Why is the winner the best?

arXiv (Cornell University)(2023)10.48550/arxiv.2303.17719
N/A
0DataRank · unranked
1 citations

Annika Reinke, Vivienn Weru, Minu D. Tizabi, Fabian Isensee, Tim Adler +95 more

Fully Automated Versions of Clinically Validated Nephrometry Scores Demonstrate Superior Predictive Utility versus Human Scores

British Journal of Urology(2024)10.1111/bju.16276
N/A
0DataRank · unranked
8 citations

Nour Abdallah, Nicholas Heller, Tarik Benidir, Fabian Isensee, Resha Tejpaul +9 more

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

Nature Communications(2025)10.1038/s41467-025-60466-1
N/A
0DataRank · unranked
11 citations

Ujjwal Baid, Sarthak Pati, Akis Linardos, Brandon Edwards, Micah Sheller +95 more

Large Scale Supervised Pretraining For Traumatic Brain Injury Segmentation

arXiv (Cornell University)(2025)10.48550/arxiv.2504.06741
N/A
0DataRank · unranked
1 citations

Tassilo Wald, Fabian Isensee, Klaus Maier‐Hein, Constantin Ulrich

Analyzing magnetic resonance imaging data from glioma patients using deep learning

Computerized Medical Imaging and Graphics(2020)10.1016/j.compmedimag.2020.101828
N/A
0DataRank · unranked
47 citations

Fabian Isensee, Roland Wiest, Benedikt Wiestler, Klaus Maier‐Hein, Mauricio Reyes +2 more

Band selection for oxygenation estimation with multispectral/hyperspectral imaging

Biomedical Optics Express(2021)10.1364/boe.441214
N/A
0DataRank · unranked
17 citations

Fabian Isensee, Sebastian Wirkert, Anant Vemuri, Klaus Maier‐Hein, Baowei Fei +2 more

Common Limitations of Image Processing Metrics: A Picture Story

arXiv (Cornell University)(2021)10.48550/arxiv.2104.05642
N/A
0DataRank · unranked
87 citations

Minu D. Tizabi, Carole H. Sudre, Matthias Eisenmann, Tim Rädsch, Baumgartner, Michael +88 more

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Medical Image Analysis(2022)10.1016/j.media.2022.102605
N/A
0DataRank · unranked
70 citations

Ziyue Xu, Carlos Tor-Díez, Ramon Sanchez Jacob, Jonathan Zember, José Moltó +31 more

Metrics reloaded: Recommendations for image analysis validation

arXiv (Cornell University)(2022)10.48550/arxiv.2206.01653
N/A
0DataRank · unranked
62 citations

Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou +69 more