The Role of MRI Physics in Brain Segmentation CNNs - Achieving Acquisition Invariance and Instructive Uncertainties. | 0 | 0.34 | 2021 |
Automated postoperative muscle assessment of hip arthroplasty patients using multimodal imaging joint segmentation. | 0 | 0.34 | 2020 |
A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality. | 0 | 0.34 | 2020 |
Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis. | 0 | 0.34 | 2020 |
Improved MR to CT Synthesis for PET/MR Attenuation Correction Using Imitation Learning. | 0 | 0.34 | 2019 |
Towards Quantifying Neurovascular Resilience. | 0 | 0.34 | 2019 |
As Easy as 1, 2...4? Uncertainty in Counting Tasks for Medical Imaging. | 0 | 0.34 | 2019 |
MRI k-Space Motion Artefact Augmentation - Model Robustness and Task-Specific Uncertainty. | 0 | 0.34 | 2019 |
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning. | 2 | 0.42 | 2019 |
Learning Task-Specific and Shared Representations in Medical Imaging. | 0 | 0.34 | 2019 |
Physics-Informed Brain MRI Segmentation. | 0 | 0.34 | 2019 |
Imaging biomarkers for the diagnosis of Prion disease. | 0 | 0.34 | 2018 |
Volumetric reconstruction from printed films: Enabling 30 year longitudinal analysis in MR neuroimaging. | 2 | 0.37 | 2018 |
Robust training of recurrent neural networks to handle missing data for disease progression modeling. | 2 | 0.47 | 2018 |
Thalamic Nuclei Segmentation Using Tractography, Population-Specific Priors and Local Fibre Orientation. | 0 | 0.34 | 2018 |
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs. | 0 | 0.34 | 2018 |
Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs. | 0 | 0.34 | 2018 |
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions. | 1 | 0.35 | 2018 |
Deep Boosted Regression for MR to CT Synthesis. | 0 | 0.34 | 2018 |
Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning. | 3 | 0.45 | 2018 |
Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns. | 0 | 0.34 | 2017 |
Joint Segmentation and CT Synthesis for MRI-only Radiotherapy Treatment Planning. | 0 | 0.34 | 2016 |
Beyond the Resolution Limit: Diffusion Parameter Estimation in Partial Volume. | 1 | 0.40 | 2016 |
Bilayered anatomically constrained split-and-merge expectation maximisation algorithm (BiASM) for brain segmentation | 0 | 0.34 | 2014 |
Multi-atlas propagation whole heart segmentation from MRI and CTA using a local normalised correlation coefficient criterion | 20 | 0.97 | 2013 |
Inverse-consistent symmetric free form deformation | 8 | 0.52 | 2012 |
Steady-state model of the radio-pharmaceutical uptake for MR-PET. | 1 | 0.36 | 2012 |
Geodesic information flows | 11 | 1.00 | 2012 |
Improved neuronavigation through integration of intraoperative anatomical and diffusion images in an interventional MRI suite | 0 | 0.34 | 2011 |
Adaptive neonate brain segmentation | 4 | 0.49 | 2011 |
On the extraction of topologically correct thickness measurements using Khalimsky's cubic complex | 3 | 0.39 | 2011 |
Longitudinal cortical thickness estimation using Khalimsky's cubic complex | 1 | 0.35 | 2011 |
X-ray mammography – MRI registration using a volume-preserving affine transformation and an EM-MRF for breast tissue classification | 5 | 0.73 | 2010 |