Ben Glocker

Most-cited papers

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Karim Lekadir, Alejandro F Frangi, A. R. Porras, Ben Glocker +116 more
2023British medical journal839 citations Open access
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Metrics Reloaded: Recommendations for image analysis validation
L. Maier-Hein, A. Reinke, Patrick Godau, M. Tizabi +69 more
2022Nature Methods598 citations Open access
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VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images
A. Sekuboyina, Malek El Husseini, Amirhossein Bayat, M. Löffler +65 more
2020Medical Image Anal.407 citations Open access
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Federated learning enables big data for rare cancer boundary detection
Sarthak Pati, U. Baid, Brandon Edwards, Micah J. Sheller +275 more
2022Nature Communications403 citations Open access
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Evaluating Reinforcement Learning Agents for Anatomical Landmark Detection
A. Alansary, O. Oktay, Yuan-Wei Li, Loic Le Folgoc +7 more
2019Medical Image Anal.189 citations Open access
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PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation
Q. Dou, C. Ouyang, Cheng Chen, Hao Chen +3 more
2019IEEE Access185 citations Open access
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Active label cleaning for improved dataset quality under resource constraints
Mélanie Bernhardt, Daniel Coelho de Castro, Ryutaro Tanno, A. Schwaighofer +8 more
2021Nature Communications125 citations Open access
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CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
R. Dorent, A. Kujawa, M. Ivory, S. Bakas +36 more
2022Medical Image Anal.120 citations Open access
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Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels
Martin Zlocha, Q. Dou, Ben Glocker
2019International Conference on Medical Image Computing and Computer-Assisted Intervention119 citations Open access
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Metrics reloaded: Pitfalls and recommendations for image analysis validation
Lena Maier-Hein, A. Reinke, E. Christodoulou, Ben Glocker +63 more
2022arXiv.org117 citations Open access
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Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study
Robert Robinson, Vanya V. Valindria, Wenjia Bai, O. Oktay +18 more
2019Journal of Cardiovascular Magnetic Resonance115 citations Open access
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Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation
Zeju Li, K. Kamnitsas, Ben Glocker
2019International Conference on Medical Image Computing and Computer-Assisted Intervention107 citations Open access
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TeTrIS: Template Transformer Networks for Image Segmentation With Shape Priors
M. J. Lee, K. Petersen, Nick Pawlowski, Ben Glocker +1 more
2019IEEE Transactions on Medical Imaging102 citations Open access
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Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning
Daniel Coelho de Castro, Jeremy Tan, Bernhard Kainz, E. Konukoglu +1 more
2018Journal of machine learning research100 citations
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Image-and-Spatial Transformer Networks for Structure-Guided Image Registration
Matthew C. H. Lee, O. Oktay, A. Schuh, M. Schaap +1 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention90 citations Open access
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Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos +5 more
2021Medical Image Anal.78 citations Open access
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A Review of the Metrics Used to Assess Auto-Contouring Systems in Radiotherapy.
K. Mackay, D. Bernstein, Ben Glocker, K. Kamnitsas +1 more
2023Clinics in oncology76 citations Open access
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Local Brain-Age: A U-Net Model
Sebastian Popescu, Ben Glocker, D. Sharp, James H. Cole
2021bioRxiv75 citations Open access
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Is MC Dropout Bayesian?
Loic Le Folgoc, V. Baltatzis, S. Desai, A. Devaraj +6 more
2021arXiv.org66 citations
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Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis
Christoph Berger, Magdalini Paschali, Ben Glocker, K. Kamnitsas
2021UNSURE/PIPPI@MICCAI59 citations Open access
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Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms
Mélanie Bernhardt, Charles Jones, Ben Glocker
2022Nature Medicine52 citations Open access
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Ensemble of convolutional neural networks improves automated segmentation of acute ischemic lesions using multiparametric diffusion-weighted MRI
Stefan Winzeck, S. Mocking, R. Bezerra, M. Bouts +13 more
2019American Journal of Neuroradiology46 citations Open access
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Deep Learning‐Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies
Turkay Kart, Marc Fischer, Thomas Küstner, Tobias Hepp +5 more
2021Investigative Radiology45 citations
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A Standardised Approach for Preparing Imaging Data for Machine Learning Tasks in Radiology
H. Harvey, Ben Glocker
2019Artificial Intelligence in Medical Imaging44 citations
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Graph Convolutional Gaussian Processes
Ian Walker, Ben Glocker
2019International Conference on Machine Learning38 citations
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Machine learning in whole-body MRI: experiences and challenges from an applied study using multicentre data.
I. Lavdas, Ben Glocker, D. Rueckert, S. Taylor +2 more
2019Clinical Radiology38 citations Open access
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NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines
Martin Rajchl, Nick Pawlowski, D. Rueckert, P. Matthews +1 more
2018arXiv.org38 citations
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Quantitative Error Prediction of Medical Image Registration using Regression Forests
Hessam Sokooti, Gorkem Saygili, Ben Glocker, B. Lelieveldt +1 more
2019Medical Image Anal.35 citations Open access
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Artificial Intelligence as Supporting Reader in Breast Screening: A Novel Workflow to Preserve Quality and Reduce Workload.
A. Ng, Ben Glocker, C. Oberije, Georgia Fox +7 more
2023Journal of Breast Imaging27 citations Open access
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Causality in digital medicine
Ben Glocker
2021Nature Communications24 citations Open access
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Class-Distribution-Aware Calibration for Long-Tailed Visual Recognition
Mobarak Islam Hoque, L. Seenivasan, Hong-Liang Ren, Ben Glocker
2021arXiv.org24 citations
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Perceived Realism of High-Resolution Generative Adversarial Network-derived Synthetic Mammograms.
Dimitrios Korkinof, H. Harvey, A. Heindl, Edith Karpati +4 more
2021Radiology: Artificial Intelligence23 citations Open access
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A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos +5 more
2021arXiv.org22 citations
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Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks
Robert Robinson, Q. Dou, Daniel Coelho de Castro, K. Kamnitsas +4 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention22 citations Open access
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Relationship between Measures of Cerebrovascular Reactivity and Intracranial Lesion Progression in Acute Traumatic Brain Injury Patients: A CENTER-TBI Study
François Mathieu, F. Zeiler, A. Ercole, Miguel Monteiro +50 more
2020Journal of Neurotrauma21 citations Open access
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Topology Preserving Compositionality for Robust Medical Image Segmentation
A. Santhirasekaram, Mathias Winkler, A. Rockall, Ben Glocker
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)20 citations
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A variational Bayesian method for similarity learning in non-rigid image registration
Daniel Grzech, M. F. Azampour, Ben Glocker, J. Schnabel +3 more
2022Computer Vision and Pattern Recognition20 citations
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Grounded Object-Centric Learning
Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro, Francesca Toni +1 more
2023International Conference on Learning Representations19 citations
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Automated imaging-based abdominal organ segmentation and quality control in 20,000 participants of the UK Biobank and German National Cohort Studies
Turkay Kart, Marc Fischer, Stefan Winzeck, Ben Glocker +21 more
2022Scientific Reports18 citations Open access
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The Role of Subgroup Separability in Group-Fair Medical Image Classification
Charles Jones, Mélanie Roschewitz, Ben Glocker
2023International Conference on Medical Image Computing and Computer-Assisted Intervention17 citations Open access
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Analysing race and sex bias in brain age prediction
Carolina Piçarra, Ben Glocker
2023CLIP/FAIMI/EPIMI@MICCAI17 citations Open access
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Context Label Learning: Improving Background Class Representations in Semantic Segmentation
Ze-Ju Li, K. Kamnitsas, C. Ouyang, Chen Chen +1 more
2022IEEE Transactions on Medical Imaging17 citations Open access
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Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed
Mélanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker
2022Trans. Mach. Learn. Res.17 citations Open access
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Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores
Ze-Ju Li, K. Kamnitsas, Mobarak Islam Hoque, Chen Chen +1 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention16 citations Open access
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Deep Structural Causal Shape Models
Rajat Rasal, Daniel Coelho de Castro, Nick Pawlowski, Ben Glocker
2022ECCV Workshops16 citations Open access
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Paced-curriculum distillation with prediction and label uncertainty for image segmentation
Mobarak Islam Hoque, L. Seenivasan, S. Sharan, V. Viekash +3 more
2023International Journal of Computer Assisted Radiology and Surgery14 citations Open access
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Normative ascent with local gaussians for unsupervised lesion detection
Xiao-Ran Chen, Nick Pawlowski, Ben Glocker, E. Konukoglu
2021Medical Image Anal.14 citations Open access
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DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization
Turkay Kart, Wenjia Bai, Ben Glocker, D. Rueckert
2021DGM4MICCAI/DALI@MICCAI14 citations Open access
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Factorial validity and comparability of the six translations of the Rivermead Post-Concussion Symptoms Questionnaire translations: results from the CENTER-TBI study
Marina Zeldovich, Fabian Bockhop, Amra Covic, Isabelle Mueller +253 more
2023Journal of Patient-Reported Outcomes11 citations Open access
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Evaluation of 3D GANs for Lung Tissue Modelling in Pulmonary CT
S. Ellis, O. M. Manzanera, V. Baltatzis, I. Nawaz +5 more
2022Machine Learning for Biomedical Imaging11 citations Open access
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