Bjoern Menze

Computer ScienceMedicineNeuroscience

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

8.7Author 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 →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

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

Papers

Driven by 41 papers — median percentile 56. 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 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

A multi-institutional meningioma MRI dataset for automated multi-sequence image segmentation

Scientific Data(2024)10.1038/s41597-024-03350-9

Top 29%

0.692DataRank

Top 29%19 citations

Omaditya Khanna, Shan McBurney-Lin, Ryan McLean, Pierre Nedelec, Arif Rashid +69 more

Spatial proteomics in three-dimensional intact specimens

Cell(2022)10.1016/j.cell.2022.11.021

N/A

0.685DataRank · unranked

95 citations

Andreas-David Brunner, Furkan Ozturk, Saketh Kapoor, Zhouyi Rong, Hongcheng Mai +27 more

MICCAI Brain Tumor Segmentation (BraTS) 2020 Benchmark: "Prediction of Survival and Pseudoprogression"

Zenodo (CERN European Organization for Nuclear Research)(2020)10.5281/zenodo.3718904

Top 44%

0.420DataRank

Top 44%4 citations

Bjoern Menze, Christos Davatzikos, Jayashree Kalpathy–Cramer, Keyvan Farahani, Michel Bilello +18 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

Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge

arXiv (Cornell University)(2024)10.48550/arxiv.2405.18383

Top 54%

0.310DataRank

Top 54%5 citations

Abramova, Valeriia, Astaraki, Mehdi, Ferreira, Andre, Jiang, Zhifan, Cleveland, Mason C. +95 more

Proteomics of spatially identified tissues in whole organs

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.11.02.466753

N/A

0.292DataRank · unranked

6 citations

Andreas-David Brunner, Zhouyi Rong, Hongcheng Mai, Marvin Thielert, Rami Al-Maskari +14 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results

arXiv (Cornell University)(2021)10.48550/arxiv.2112.10074

N/A

0DataRank · unranked

7 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation – Analysis of Ranking Scores and Benchmarking Results

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-354b

N/A

0DataRank · unranked

53 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac9449

N/A

0DataRank · unranked

44 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Patrick Foley, G. Anthony Reina +9 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

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

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

Communications Engineering(2023)10.1038/s44172-023-00066-3

N/A

0DataRank · unranked

36 citations

Siddhesh Thakur, İbrahim Ethem Hamamcı, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao +37 more

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

arXiv (Cornell University)(2023)10.48550/arxiv.2305.07642

N/A

0DataRank · unranked

26 citations

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

Leveraging 2D Deep Learning ImageNet-trained Models for Native 3D Medical Image Analysis

Lecture notes in computer science(2023)10.1007/978-3-031-33842-7_6

N/A

0DataRank · unranked

8 citations

Sarthak Pati, Bjoern Menze, Spyridon Bakas, Bhakti Baheti

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

Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans

PubMed(2023)10.48550/arxiv.2311.16536

N/A

0DataRank · unranked

0 citations

Ivan Ezhov, Michał Balcerak, Andy Zhu, Benedikt Wiestler, Bjoern Menze +2 more

Understanding metric-related pitfalls in image analysis validation

Nature Methods(2024)10.1038/s41592-023-02150-0

N/A

0DataRank · unranked

181 citations

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

LST-AI: A deep learning ensemble for accurate MS lesion segmentation

NeuroImage Clinical(2024)10.1016/j.nicl.2024.103611

N/A

0DataRank · unranked

55 citations

Julian McGinnis, Sarah Schlaeger, Florian Kofler, Cui Ci Voon, Achim Berthele +16 more

Personalized predictions of Glioblastoma infiltration: Mathematical models, Physics-Informed Neural Networks and multimodal scans

Medical Image Analysis(2024)10.1016/j.media.2024.103423

N/A

0DataRank · unranked

24 citations

Ivan Ezhov, Michał Balcerak, Andy Zhu, Benedikt Wiestler, Bjoern Menze +2 more

Bessel beam optical coherence microscopy enables multiscale assessment of cerebrovascular network morphology and function

Light Science & Applications(2024)10.1038/s41377-024-01649-1

N/A

0DataRank · unranked

18 citations

Bastian Wittmann, Jeanne Droux, Chaim Glück, Bruno Weber, Susanne Wegener +5 more

A Learnable Prior Improves Inverse Tumor Growth Modeling

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3494022

N/A

0DataRank · unranked

7 citations

Ivan Ezhov, Michał Balcerak, Marie‐Christin Metz, Sergey Litvinov, Sebastian Kaltenbach +9 more

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge

arXiv (Cornell University)(2024)10.48550/arxiv.2403.19425

N/A

0DataRank · unranked

8 citations

Mauricio Reyes, Sook‐Lei Liew, A. Hutton, Roland Wiest, Johannes Kaesmacher +53 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

QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge

arXiv (Cornell University)(2024)10.48550/arxiv.2405.18435

N/A

0DataRank · unranked

5 citations

Fernando Navarro, Ivan Ezhov, Amirhossein Bayat, Dhritiman Das, Florian Kofler +75 more

Bessel Beam Optical Coherence Microscopy Enables Multiscale Assessment of Cerebrovascular Network Morphology and Function

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.04.16.589730

N/A

0DataRank · unranked

1 citations

Bastian Wittmann, Jeanne Droux, Chaim Glück, Bruno Weber, Susanne Wegener +5 more

DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge

Nature Communications(2025)10.1038/s41467-025-62373-x

N/A

0DataRank · unranked

15 citations

Mauricio Reyes, Sook‐Lei Liew, A. Hutton, Roland Wiest, Johannes Kaesmacher +54 more

DeViDe: Faceted Medical Knowledge to Enhance Vision Foundation Model Pretraining for Radiology

2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)(2025)10.1109/bibm66473.2025.11357035

N/A

0DataRank · unranked

0 citations

Ziyu Zhou, Ming Hou, Corentin Royer, Mauricio Reyes, Anjany Sekuboyina +2 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

A BioID-derived proximity interactome for Protein Phosphatase PP2A

Molecular & Cellular Proteomics(2022)10.1016/j.mcpro.2022.100324

N/A

0DataRank · unranked

0 citations

Jean Kanyo, Angus C. Nairn, Harsharan Singh Bhatia, Andreas Brunner, Zhouyi Rong +17 more

Cellular and Molecular Probing of Intact Human Organs

Cell(2020)10.1016/j.cell.2020.01.030

N/A

0DataRank · unranked

309 citations

Mihail Ivilinov Todorov, Ruiyao Cai, Rami AI -Maskari, Hanno Steinke, Elisabeth Kemter +18 more

Multi‐domain convolutional neural network (MD‐CNN) for radial reconstruction of dynamic cardiac MRI

Magnetic Resonance in Medicine(2020)10.1002/mrm.28485

N/A

0DataRank · unranked

63 citations

Ahmed S. Fahmy, Farhad Pashakhanloo, Xiaoying Cai, Selçuk Küçükseymen, Ibolya Csécs +5 more

Deep complex convolutional network for fast reconstruction of 3D late gadolinium enhancement cardiac MRI

NMR in Biomedicine(2020)10.1002/nbm.4312

N/A

0DataRank · unranked

51 citations

Ulf Neisius, Jennifer Mâncio, Selçuk Küçükseymen, Jennifer Rodriguez, Amanda Paskavitz +3 more

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

GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging

Edinburgh Research Explorer (University of Edinburgh)(2021)10.48550/arxiv.2103.01006

N/A

0DataRank · unranked

10 citations

Siddhesh Thakur, Bhalerao, Megh, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao +21 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

Bjoern Menze

Indexed papers

Top data-sharing exemplar

Papers