Publications by authors named "Ben Glocker"

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Multi-vendor evaluation of artificial intelligence as an independent reader for double reading in breast cancer screening on 275,900 mammograms.
Nisha Sharma, Annie Y Ng, Jonathan J James, Galvin Khara, Éva Ambrózay, Christopher C Austin, Gábor Forrai, Georgia Fox, Ben Glocker, Andreas Heindl

BMC Cancer· May 2023

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Robust image representations with counterfactual contrastive learning.
Mélanie Roschewitz, Fabio De Sousa Ribeiro, Tian Xia, Galvin Khara, Ben Glocker

Med Image Anal· October 2025

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Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results.
Meritxell Riera-Marín, Sikha O K, Júlia Rodríguez-Comas, Matthias Stefan May, Zhaohong Pan, Ben Glocker

Comput Biol Med· October 2025

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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods: a Korean translation.
Gary S Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Glocker

Ewha Med J· July 2025

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Assessing artificial intelligence in breast screening with stratified results on 306 839 mammograms across geographic regions, age, breast density and ethnicity: A Retrospective Investigation Evaluating Screening (ARIES) study.
Cary J G Oberije, Rachel Currie, Alice Leaver, Alan Redman, William Teh, Ben Glocker

BMJ Health Care Inform· May 2025

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FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
Karim Lekadir, Alejandro F Frangi, Antonio R Porras, Ben Glocker, Celia Cintas

BMJ· February 2025

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Robust prostate disease classification using transformers with discrete representations.
Ainkaran Santhirasekaram, Mathias Winkler, Andrea Rockall, Ben Glocker

Int J Comput Assist Radiol Surg· January 2025

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Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations.
Joseph E Alderman, Joanne Palmer, Elinor Laws, Melissa D McCradden, Johan Ordish, Ben Glocker

Lancet Digit Health· January 2025

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A geometric approach to robust medical image segmentation.
Ainkaran Santhirasekaram, Mathias Winkler, Andrea Rockall, Ben Glocker

Med Image Anal· October 2024

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AI as a Medical Device Adverse Event Reporting in Regulatory Databases: Protocol for a Systematic Review.
Aditya U Kale, Riya Dattani, Ashley Tabansi, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker

JMIR Res Protoc· July 2024

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Detecting Algorithmic Errors and Patient Harms for AI-Enabled Medical Devices in Randomized Controlled Trials: Protocol for a Systematic Review.
Aditya U Kale, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder

JMIR Res Protoc· June 2024

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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods.
Gary S Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Glocker

BMJ· April 2024

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Understanding metric-related pitfalls in image analysis validation.
Annika Reinke, Minu D Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Ben Glocker

Nat Methods· February 2024

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Metrics reloaded: recommendations for image analysis validation.
Lena Maier-Hein, Annika Reinke, Patrick Godau, Minu D Tizabi, Florian Buettner, Ben Glocker

Nat Methods· February 2024

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Curation of myeloma observational study MALIMAR using XNAT: solving the challenges posed by real-world data.
Simon J Doran, Theo Barfoot, Linda Wedlake, Jessica M Winfield, James Petts, Ben Glocker

Insights Imaging· February 2024

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Generalisable deep learning method for mammographic density prediction across imaging techniques and self-reported race.
Galvin Khara, Hari Trivedi, Mary S Newell, Ravi Patel, Tobias Rijken, Ben Glocker

Commun Med (Lond)· February 2024

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Development and Evaluation of Machine Learning in Whole-Body Magnetic Resonance Imaging for Detecting Metastases in Patients With Lung or Colon Cancer: A Diagnostic Test Accuracy Study.
Andrea G Rockall, Xingfeng Li, Nicholas Johnson, Ioannis Lavdas, Shalini Santhakumaran, Ben Glocker

Invest Radiol· December 2023

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Prospective implementation of AI-assisted screen reading to improve early detection of breast cancer.
Annie Y Ng, Cary J G Oberije, Éva Ambrózay, Endre Szabó, Orsolya Serfőző, Ben Glocker

Nat Med· December 2023

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Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.
Zeju Li, Konstantinos Kamnitsas, Qi Dou, Chen Qin, Ben Glocker

IEEE Trans Med Imaging· November 2023

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Risk of Bias in Chest Radiography Deep Learning Foundation Models.
Ben Glocker, Charles Jones, Mélanie Roschewitz, Stefan Winzeck

Radiol Artif Intell· November 2023

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Automatic correction of performance drift under acquisition shift in medical image classification.
Mélanie Roschewitz, Galvin Khara, Joe Yearsley, Nisha Sharma, Jonathan J James, Ben Glocker

Nat Commun· October 2023

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Investigating the characteristics and correlates of systemic inflammation after traumatic brain injury: the TBI-BraINFLAMM study.
Lucia M Li, Amanda Heslegrave, Eyal Soreq, Giovanni Nattino, Margherita Rosnati, Ben Glocker

BMJ Open· May 2023

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Automatic localisation and per-region quantification of traumatic brain injury on head CT using atlas mapping.
Carolina Piçarra, Stefan Winzeck, Miguel Monteiro, Francois Mathieu, Virginia F J Newcombe, Prof Ben Glocker

Eur J Radiol Open· May 2023

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Artificial Intelligence as Supporting Reader in Breast Screening: A Novel Workflow to Preserve Quality and Reduce Workload.
Annie Y Ng, Ben Glocker, Cary Oberije, Georgia Fox, Nisha Sharma

J Breast Imaging· May 2023

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