Ben Glocker

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 243

Top Venues

CoRR

Medical Image Anal.

IEEE Trans. Medical Imaging

MICCAI (1)

Publications

Mélanie Roschewitz, Fabio De Sousa Ribeiro, Tian Xia, Galvin Khara, Ben Glocker
Counterfactual contrastive learning: robust representations via causal image synthesis. CoRR (2024)
Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker
Mitigating attribute amplification in counterfactual image generation. CoRR (2024)
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
A geometric approach to robust medical image segmentation. Medical Image Anal. 97 (2024)
Theodore Barfoot, Luis C. García-Peraza-Herrera, Ben Glocker, Tom Vercauteren
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation. CoRR (2024)
Fabio De Sousa Ribeiro, Ben Glocker
Demystifying Variational Diffusion Models. CoRR (2024)
Nairouz Shehata, Carolina Piçarra, Anees Kazi, Ben Glocker
The Importance of Model Inspection for Better Understanding Performance Characteristics of Graph Neural Networks. CoRR (2024)
Mengya Xu, Mobarakol Islam, Ben Glocker, Hongliang Ren
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro, Francesca Toni, Ben Glocker
Grounded Object-Centric Learning. ICLR (2024)
Filippo Varini, Francesco Ferretti, Jeremy Jenrette, Joel H. Gayford, Mark E. Bond, Matthew J. Witt, Michael R. Heithaus, Sophie Wilday, Ben Glocker
SharkTrack: an accurate, generalisable software for streamlining shark and ray underwater video analysis. CoRR (2024)
Avinash Kori, Francesco Locatello, Ainkaran Santhirasekaram, Francesca Toni, Ben Glocker, Fabio De Sousa Ribeiro
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention. CoRR (2024)
Avinash Kori, Pedro Sanchez, Konstantinos Vilouras, Ben Glocker, Sotirios A. Tsaftaris
A Causal Ordering Prior for Unsupervised Representation Learning. CoRR (2023)
Carolina Piçarra, Ben Glocker
Analysing race and sex bias in brain age prediction. CoRR (2023)
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging. Medical Image Anal. 84 (2023)
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Hierarchical Compositionality in Hyperbolic Space for Robust Medical Image Segmentation. DART@MICCAI (2023)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Francesca Toni, Ben Glocker
Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification. CVPR Workshops (2023)
Carolina Piçarra, Ben Glocker
Analysing Race and Sex Bias in Brain Age Prediction. CLIP/FAIMI/EPIMI@MICCAI (2023)
Charles Jones, Mélanie Roschewitz, Ben Glocker
The Role of Subgroup Separability in Group-Fair Medical Image Classification. MICCAI (3) (2023)
Miguel Monteiro, Fabio De Sousa Ribeiro, Nick Pawlowski, Daniel C. Castro, Ben Glocker
Measuring axiomatic soundness of counterfactual image models. CoRR (2023)
Zeju Li, Konstantinos Kamnitsas, Qi Dou, Chen Qin, Ben Glocker
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation. IEEE Trans. Medical Imaging 42 (11) (2023)
Mobarakol Islam, Lalithkumar Seenivasan, S. P. Sharan, V. K. Viekash, Bhavesh Gupta, Ben Glocker, Hongliang Ren
Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation. CoRR (2023)
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. Medical Image Anal. 83 (2023)
Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Ozan Oktay, Melissa D. McCradden, Ben Glocker
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging. CoRR (2023)
Fabio De Sousa Ribeiro, Tian Xia, Miguel Monteiro, Nick Pawlowski, Ben Glocker
High Fidelity Image Counterfactuals with Probabilistic Causal Models. CoRR (2023)
Mobarakol Islam, Lalithkumar Seenivasan, S. P. Sharan, V. K. Viekash, Bhavesh Gupta, Ben Glocker, Hongliang Ren
Paced-curriculum distillation with prediction and label uncertainty for image segmentation. Int. J. Comput. Assist. Radiol. Surg. 18 (10) (2023)
Annika Reinke, Minu Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp-Schneider, Michal Kozubek, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir M. Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I. Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul F. Jäger, Lena Maier-Hein
Understanding metric-related pitfalls in image analysis validation. CoRR (2023)
Fabio De Sousa Ribeiro, Tian Xia, Miguel Monteiro, Nick Pawlowski, Ben Glocker
High Fidelity Image Counterfactuals with Probabilistic Causal Models. ICML (2023)
Margherita Rosnati, Mélanie Roschewitz, Ben Glocker
Robust semi-supervised segmentation with timestep ensembling diffusion models. CoRR (2023)
Mélanie Roschewitz, Ben Glocker
Distance Matters For Improving Performance Estimation Under Covariate Shift. ICCV (Workshops) (2023)
Zeju Li, Konstantinos Kamnitsas, Qi Dou, Chen Qin, Ben Glocker
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation. CoRR (2023)
Avinash Kori, Francesco Locatello, Francesca Toni, Ben Glocker
Unsupervised Conditional Slot Attention for Object Centric Learning. CoRR (2023)
Miguel Monteiro, Fabio De Sousa Ribeiro, Nick Pawlowski, Daniel C. Castro, Ben Glocker
Measuring axiomatic soundness of counterfactual image models. ICLR (2023)
Mobarakol Islam, Zeju Li, Ben Glocker
Robustness Stress Testing in Medical Image Classification. CoRR (2023)
Melissa D. McCradden, Oluwadara Odusi, Shalmali Joshi, Ismail Akrout, Kagiso Ndlovu, Ben Glocker, Gabriel Maicas, Xiaoxuan Liu, Mjaye Mazwi, Tee Garnett, Lauren Oakden-Rayner, Myrtede Alfred, Irvine Sihlahla, Oswa Shafei, Anna Goldenberg
What's fair is... fair? Presenting JustEFAB, an ethical framework for operationalizing medical ethics and social justice in the integration of clinical machine learning: JustEFAB. FAccT (2023)
Mobarakol Islam, Zeju Li, Ben Glocker
Robustness Stress Testing in Medical Image Classification. UNSURE@MICCAI (2023)
Margherita Rosnati, Mélanie Roschewitz, Ben Glocker
Robust semi-supervised segmentation with timestep ensembling diffusion models. ML4H@NeurIPS (2023)
Charles Jones, Mélanie Roschewitz, Ben Glocker
The Role of Subgroup Separability in Group-Fair Medical Image Classification. CoRR (2023)
Zeju Li, Konstantinos Kamnitsas, Cheng Ouyang, Chen Chen, Ben Glocker
Context Label Learning: Improving Background Class Representations in Semantic Segmentation. IEEE Trans. Medical Imaging 42 (6) (2023)
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Topology Preserving Compositionality for Robust Medical Image Segmentation. CVPR Workshops (2023)
James Batten, Matthew Sinclair, Ben Glocker, Michiel Schaap
Image To Tree with Recursive Prompting. CoRR (2023)
Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F. Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R. Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard Ohene Botwe, Bishesh Khanal, Brigit Beger, Carol C. Wu, Celia Cintas, Curtis P. Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I. Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A. González, Folkert W. Asselbergs, Fred W. Prior, Gabriel P. Krestin, Gary S. Collins, Geletaw Sahle Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C. Woodruff, Hugo J. W. L. Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James S. Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W. Gichoya, Julia A. Schnabel, et al.
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. CoRR (2023)
Mélanie Roschewitz, Ben Glocker
Distance Matters For Improving Performance Estimation Under Covariate Shift. CoRR (2023)
Ainkaran Santhirasekaram, Karen Pinto, Mathias Winkler, Andrea G. Rockall, Ben Glocker
A Sheaf Theoretic Perspective for Robust Prostate Segmentation. MICCAI (4) (2023)
Sebastian G. Popescu, David J. Sharp, James H. Cole, Konstantinos Kamnitsas, Ben Glocker
Distributional Gaussian Processes Layers for Out-of-Distribution Detection. CoRR (2022)
Rajat Rasal, Daniel C. Castro, Nick Pawlowski, Ben Glocker
Deep Structural Causal Shape Models. ECCV Workshops (6) (2022)
Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus R. Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng-Ann Heng
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. npj Digit. Medicine 5 (2022)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Vector Quantisation for Robust Segmentation. CoRR (2022)
Margherita Rosnati, Eyal Soreq, Miguel Monteiro, Lucia M. Li, Neil S. N. Graham, Karl Zimmerman, Carlotta Rossi, Greta Carrara, Guido Bertolini, David J. Sharp, Ben Glocker
Automatic lesion analysis for increased efficiency in outcome prediction of traumatic brain injury. CoRR (2022)
Daniel Grzech, Mohammad Farid Azampour, Ben Glocker, Julia A. Schnabel, Nassir Navab, Bernhard Kainz, Loïc Le Folgoc
A variational Bayesian method for similarity learning in non-rigid image registration. CVPR (2022)
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. CoRR (2022)
Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed. Trans. Mach. Learn. Res. 2022 (2022)
Zeju Li, Konstantinos Kamnitsas, Mobarakol Islam, Chen Chen, Ben Glocker
Estimating Model Performance Under Domain Shifts with Class-Specific Confidence Scores. MICCAI (8) (2022)
Margherita Rosnati, Eyal Soreq, Miguel Monteiro, Lucia M. Li, Neil S. N. Graham, Karl Zimmerman, Carlotta Rossi, Greta Carrara, Guido Bertolini, David J. Sharp, Ben Glocker
Automatic Lesion Analysis for Increased Efficiency in Outcome Prediction of Traumatic Brain Injury. MLCN@MICCAI (2022)
Avinash Kori, Ben Glocker, Francesca Toni
GLANCE: Global to Local Architecture-Neutral Concept-based Explanations. CoRR (2022)
Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro, Daniel Coelho de Castro, Ben Glocker
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation. ML4H@NeurIPS (2022)
Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro, Daniel Coelho de Castro, Ben Glocker
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation. CoRR (2022)
Nairouz Shehata, Wulfie Bain, Ben Glocker
A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging. CoRR (2022)
Mobarakol Islam, Ben Glocker
Frequency Dropout: Feature-Level Regularization via Randomized Filtering. ECCV Workshops (3) (2022)
James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker
Structured Uncertainty in the Observation Space of Variational Autoencoders. Trans. Mach. Learn. Res. 2022 (2022)
Melanie Bernhardt, Charles Jones, Ben Glocker
Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias. CoRR (2022)
Mengya Xu, Mobarakol Islam, Ben Glocker, Hongliang Ren
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding. CoRR (2022)
Avinash Kori, Ben Glocker, Francesca Toni
Visual Debates. CoRR (2022)
Mobarakol Islam, Ben Glocker
Frequency Dropout: Feature-Level Regularization via Randomized Filtering. CoRR (2022)
Rajat Rasal, Daniel C. Castro, Nick Pawlowski, Ben Glocker
Deep Structural Causal Shape Models. CoRR (2022)
James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker
Structured Uncertainty in the Observation Space of Variational Autoencoders. CoRR (2022)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Vector Quantisation for Robust Segmentation. MICCAI (4) (2022)
Nairouz Shehata, Wulfie Bain, Ben Glocker
A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging. GeoMedIA (2022)
Ainkaran Santhirasekaram, Avinash Kori, Andrea G. Rockall, Mathias Winkler, Francesca Toni, Ben Glocker
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models. CoRR (2022)
Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu Dietlinde Tizabi, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, David Moher, Karel G. M. Moons, Henning Müller, Felix Nickel, Brennan Nichyporuk, Jens Petersen, Nasir Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clarisa Sánchez Gutiérrez, Shravya Shetty, Maarten van Smeden, Carole H. Sudre, Ronald M. Summers, Abdel A. Taha, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger
Metrics reloaded: Pitfalls and recommendations for image analysis validation. CoRR (2022)
Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck
Risk of Bias in Chest X-ray Foundation Models. CoRR (2022)
Zeju Li, Konstantinos Kamnitsas, Cheng Ouyang, Chen Chen, Ben Glocker
Context Label Learning: Improving Background Class Representations in Semantic Segmentation. CoRR (2022)
Matthew Sinclair, Andreas Schuh, Karl Hahn, Kersten Petersen, Ying Bai, James Batten, Michiel Schaap, Ben Glocker
Atlas-ISTN: Joint segmentation, registration and atlas construction with image-and-spatial transformer networks. Medical Image Anal. 78 (2022)
Melanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed. CoRR (2022)
Zeju Li, Konstantinos Kamnitsas, Mobarakol Islam, Chen Chen, Ben Glocker
Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores. CoRR (2022)
Daniel Grzech, Mohammad Farid Azampour, Huaqi Qiu, Ben Glocker, Bernhard Kainz, Loïc Le Folgoc
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo. CoRR (2021)
Turkay Kart, Wenjia Bai, Ben Glocker, Daniel Rueckert
DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization. DGM4MICCAI/DALI@MICCAI (2021)
Dmitrii Usynin, Alexander Ziller, Marcus R. Makowski, Rickmer Braren, Daniel Rueckert, Ben Glocker, Georgios Kaissis, Jonathan Passerat-Palmbach
Adversarial interference and its mitigations in privacy-preserving collaborative machine learning. Nat. Mach. Intell. 3 (9) (2021)
Vasileios Baltatzis, Loïc Le Folgoc, Sam Ellis, Octavio E. Martinez Manzanera, Kyriaki-Margarita Bintsi, Arjun Nair, Sujal Desai, Ben Glocker, Julia A. Schnabel
The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data. iMIMIC/TDA4MedicalData@MICCAI (2021)
Melanie Bernhardt, Daniel C. Castro, Ryutaro Tanno, Anton Schwaighofer, Kerem C. Tezcan, Miguel Monteiro, Shruthi Bannur, Matthew P. Lungren, Aditya V. Nori, Ben Glocker, Javier Alvarez-Valle, Ozan Oktay
Active label cleaning: Improving dataset quality under resource constraints. CoRR (2021)
Mobarakol Islam, Ben Glocker
Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations. CoRR (2021)
Turkay Kart, Wenjia Bai, Ben Glocker, Daniel Rueckert
DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization. CoRR (2021)
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jacqueline Matthew, Emily Skelton, John M. Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps. MICCAI (7) (2021)
Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. MICCAI (7) (2021)
Sebastian G. Popescu, David J. Sharp, James H. Cole, Konstantinos Kamnitsas, Ben Glocker
Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation. CoRR (2021)
Christoph Berger, Magdalini Paschali, Ben Glocker, Konstantinos Kamnitsas
Confidence-Based Out-of-Distribution Detection: A Comparative Study and Analysis. UNSURE/PIPPI@MICCAI (2021)
Loïc Le Folgoc, Vasileios Baltatzis, Sujal Desai, Anand Devaraj, Sam Ellis, Octavio E. Martinez Manzanera, Arjun Nair, Huaqi Qiu, Julia A. Schnabel, Ben Glocker
Is MC Dropout Bayesian? CoRR (2021)
Sebastian G. Popescu, David J. Sharp, James H. Cole, Konstantinos Kamnitsas, Ben Glocker
Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation. IPMI (2021)
Mobarakol Islam, Seenivasan Lalithkumar, Hongliang Ren, Ben Glocker
Class-Distribution-Aware Calibration for Long-Tailed Visual Recognition. CoRR (2021)
Zeju Li, Konstantinos Kamnitsas, Ben Glocker
Analyzing Overfitting Under Class Imbalance in Neural Networks for Image Segmentation. IEEE Trans. Medical Imaging 40 (3) (2021)
Ainkaran Santhirasekaram, Karen Pinto, Mathias Winkler, Eric O. Aboagye, Ben Glocker, Andrea G. Rockall
Multi-scale Hybrid Transformer Networks: Application to Prostate Disease Classification. ML-CDS@MICCAI (2021)
Kenneth T. Co, Luis Muñoz-González, Leslie Kanthan, Ben Glocker, Emil C. Lupu
Universal Adversarial Robustness of Texture and Shape-Biased Models. ICIP (2021)
Konstantinos Kamnitsas, Stefan Winzeck, Evgenios N. Kornaropoulos, Daniel Whitehouse, Cameron Englman, Poe Phyu, Norman Pao, David K. Menon, Daniel Rueckert, Tilak Das, Virginia F. J. Newcombe, Ben Glocker
Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation. DART/FAIR@MICCAI (2021)
Octavio E. Martinez Manzanera, Sam Ellis, Vasileios Baltatzis, Arjun Nair, Loïc Le Folgoc, Sujal Desai, Ben Glocker, Julia A. Schnabel
Patient-Specific 3d Cellular Automata Nodule Growth Synthesis In Lung Cancer Without The Need Of External Data. ISBI (2021)
Vasileios Baltatzis, Kyriaki-Margarita Bintsi, Loïc Le Folgoc, Octavio E. Martinez Manzanera, Sam Ellis, Arjun Nair, Sujal Desai, Ben Glocker, Julia A. Schnabel
The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification. CoRR (2021)
Mobarakol Islam, Ben Glocker
Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations. IPMI (2021)
Annika Reinke, Matthias Eisenmann, Minu Dietlinde Tizabi, Carole H. Sudre, Tim Rädsch, Michela Antonelli, Tal Arbel, Spyridon Bakas, M. Jorge Cardoso, Veronika Cheplygina, Keyvan Farahani, Ben Glocker, Doreen Heckmann-Nötzel, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Jens Kleesiek, Tahsin M. Kurç, Michal Kozubek, Bennett A. Landman, Geert Litjens, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Jens Petersen, Mauricio Reyes, Nicola Rieke, Bram Stieltjes, Ronald M. Summers, Sotirios A. Tsaftaris, Bram van Ginneken, Annette Kopp-Schneider, Paul Jäger, Lena Maier-Hein
Common Limitations of Image Processing Metrics: A Picture Story. CoRR (2021)
Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. CoRR (2021)
Xiaoran Chen, Nick Pawlowski, Ben Glocker, Ender Konukoglu
Normative ascent with local gaussians for unsupervised lesion detection. Medical Image Anal. 74 (2021)
Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical Image Anal. 73 (2021)
Gregory Filbrandt, Konstantinos Kamnitsas, David Bernstein, Alexandra Taylor, Ben Glocker
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift. CoRR (2021)
Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir
A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions. CoRR (2021)

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Publication Activity (10 Years)

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Ben Glocker