Towards Trustworthy AI for Glioma Diagnosis: A Task-Aware Evaluation of Uncertainty Quantification

Gonzalo Esteban Mosquera RojasDepartment of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands, Sebastian R. van der VoortDepartment of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands, Carolin M. PirklGE HealthCare, Munich, Germany, Sandeep KaushikGE HealthCare, USA, Marion SmitsDepartment of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
Brain tumor Centre, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
Medical Delta, Delft, the Netherlands, Stefan KleinDepartment of Radiology and Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands

Evaluation of Uncertainty-Aware Multi-Software Ensembles for Hippocampal Segmentation

Gabriel Oliveira-StahlHawkes Institute, Department of Computer Science, University College London, UK
Lysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK, Anna SchroderHawkes Institute, Department of Computer Science, University College London, UK
Lysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK, James MoggridgeLysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, UK, Hamza A. SalhabLysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK, Caroline MicallefLysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK, Josephine BarnesDementia Research Centre, University College London, UK, M. Jorge CardosoSchool of Biomedical Engineering & Imaging Sciences, King’s College London, UK, Carole H. Sudre*Hawkes Institute, Department of Computer Science, University College London, UK
Unit for Lifelong Health and Ageing, Department of Population Science and Experimental Medicine, University College London, UK
School of Biomedical Engineering & Imaging Sciences, King’s College London, UK, Matthew Grech-Sollars*Hawkes Institute, Department of Computer Science, University College London, UK
Lysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK

Generalized TV–ℓp Structured Priors for Bayesian T1 Mapping

Disi LinDepartment of Computing Science, Umeå University, Sweden, Martin BerggrenDepartment of Computing Science, Umeå University, Sweden, Tommy LöfstedtDepartment of Computing Science, Umeå University, Sweden