A Framework for Jointly Assessing and Reducing Imaging Artefacts Automatically Using Texture Analysis and Total Variation Optimisation for Improving Perivascular Spaces Quantification in Brain Magnetic Resonance Imaging. - José Bernal; Maria del C. Valdés Hernández; Lucia Ballerini; Javier Escudero; Angela C. C. Jochems; Una Clancy; Fergus N. Doubal; Michael S. Stringer; Michael J. Thrippleton; Rhian M. Touyz; Joanna M. Wardlaw (MIUA, 2020)

Selective Motion Artefact Reduction via Radiomics and k-space Reconstruction for Improving Perivascular Space Quantification in Brain Magnetic Resonance Imaging. - José Bernal; William Xu; Maria del C. Valdés Hernández; Javier Escudero; Angela C. C. Jochems; Una Clancy; Fergus N. Doubal; Michael S. Stringer; Michael J. Thrippleton; Rhian M. Touyz; Joanna M. Wardlaw (MIUA, 2021)

Deep attention super-resolution of brain magnetic resonance images acquired under clinical protocols. - Bryan M. Li; Leonardo V. Castorina; Maria del C. Valdés Hernández; Una Clancy; Stewart J. Wiseman; Eleni Sakka; Amos J. Storkey; Daniela Jaime Garcia; Yajun Cheng; Fergus Doubal; Michael J. Thrippleton; Michael S. Stringer; et al. (Frontiers Comput. Neurosci., 2022)

Stochastic Uncertainty Quantification Techniques Fail to Account for Inter-analyst Variability in White Matter Hyperintensity Segmentation. - Ben Philps; Maria del C. Valdés Hernández; Susana Muñoz Maniega; Mark E. Bastin; Eleni Sakka; Una Clancy; Joanna M. Wardlaw; Miguel O. Bernabeu (MIUA (1), 2024)

Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification. - Ben Philps; Maria del C. Valdés Hernández; Chen Qin; Una Clancy; Eleni Sakka; Susana Muñoz Maniega; Mark E. Bastin; Angela C. C. Jochems; Joanna M. Wardlaw; Miguel O. Bernabeu; Alzheimer's Disease Neuroimaging Initiative (CoRR, 2024)

Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification. - Ben Philps; Maria del C. Valdés Hernández; Chen Qin; Una Clancy; Eleni Sakka; Susana Muñoz Maniega; Mark E. Bastin; Angela C. C. Jochems; Joanna M. Wardlaw; Miguel O. Bernabeu (Medical Image Anal., 2025)