Klaus Maier‐Hein

Also affiliated with Heidelberg University, University Hospital Heidelberg, National University Hospital

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

19.7Author DataRank

Indexed papers

7in 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 7 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 →

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 25 papers — median percentile 85. 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

Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study

The Lancet Oncology(2024)10.1016/s1470-2045(24)00220-1

N/A

5.6DataRank · unranked

286 citations

Joeran Sander Bosma, Jasper J. Twilt, Bram van Ginneken, Anders Bjartell, Anwar R. Padhani +88 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

The future of digital health with federated learning

npj Digital Medicine(2020)10.1038/s41746-020-00323-1

N/A

1.2DataRank · unranked

2289 citations

Jonny Hancox, Wenqi Li, Fausto Milletarì, Holger R. Roth, Shadi Albarqouni +12 more

Federated learning enables big data for rare cancer boundary detection

Nature Communications(2022)10.1038/s41467-022-33407-5

N/A

0.881DataRank · unranked

355 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih‐Han Wang, G. Anthony Reina +95 more

Breast Multiparametric MRI for Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer: The BMMR2 Challenge

Radiology Imaging Cancer(2024)10.1148/rycan.230033

Top 23%

0.878DataRank

Top 23%25 citations

Savannah C. Partridge, David C. Newitt, Jon A. Steingrimsson, Helga S. Marques, Patrick J. Bolan +27 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

Quantitative Imaging Informatics for Cancer Research

JCO Clinical Cancer Informatics(2020)10.1200/cci.19.00165

Top 29%

0.680DataRank

Top 29%15 citations

Reinhard Beichel, Jayashree Kalpathy–Cramer, David Clunie, Michael D. Onken, Jörg Riesmeier +16 more

How do deep-learning models generalize across populations? Cross-ethnicity generalization of COPD detection

Insights into Imaging(2024)10.1186/s13244-024-01781-x

Top 44%

0.424DataRank

Top 44%8 citations

Tobias Norajitra, Carsten T. Lüth, Tassilo Wald, Vivienn Weru, Marco Nolden +8 more

Analysis of volume and topography of adipose tissue in the trunk: Results of MRI of 11,141 participants in the German National Cohort

Science Advances(2023)10.1126/sciadv.add0433

N/A

0.416DataRank · unranked

15 citations

Fritz Schick, Norbert Stefan, Christopher L. Schlett, Jakob B. Weiss, Johanna Nattenmüller +19 more

Author Correction: Federated learning enables big data for rare cancer boundary detection

Nature Communications(2023)10.1038/s41467-023-36188-7

N/A

0DataRank · unranked

5 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-han Wang, G. Anthony Reina +95 more

Radiomic tractometry: a rich and tract-specific class of imaging biomarkers for neuroscience and medical applications

Research Square(2023)10.21203/rs.3.rs-2950610/v1

N/A

0DataRank · unranked

4 citations

Dušan Hirjak, Klaus Maier‐Hein, Peter Neher

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

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

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

The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery: The DTI Challenge on Tractography for Neurosurgery

UNC Libraries(2020)10.17615/p2zv-5d79

N/A

0DataRank · unranked

0 citations

Antonio Tristán‐Vega, Peter Neher, Guido Gerig, Terry M. Peters, Sylvain Gouttard +24 more

Radiomic tractometry reveals tract-specific imaging biomarkers in white matter

Nature Communications(2024)10.1038/s41467-023-44591-3

N/A

0DataRank · unranked

18 citations

Dušan Hirjak, Klaus Maier‐Hein, Peter Neher

Capturing COPD heterogeneity: anomaly detection and parametric response mapping comparison for phenotyping on chest computed tomography

Frontiers in Medicine(2024)10.3389/fmed.2024.1360706

N/A

0DataRank · unranked

9 citations

Tobias Norajitra, Carsten T. Lüth, Tassilo Wald, Vivienn Weru, Marco Nolden +8 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

Automatic classification of prostate MR series type using image content and metadata

arXiv (Cornell University)(2024)10.48550/arxiv.2404.10892

N/A

0DataRank · unranked

0 citations

Bálint Kovàcs, Stefan Denner, Steve Pieper, David Clunie, Christopher P. Bridge +4 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

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

Klaus Maier‐Hein

Indexed papers

Top data-sharing exemplar

Papers