Tracer kinetic modelling for DCE-MRI quantification of subtle blood-brain barrier permeability. - Anna K. Heye; Michael J. Thrippleton; Paul A. Armitage; Maria del C. Valdés Hernández; Stephen D. Makin; Andreas Glatz; Eleni Sakka; Joanna M. Wardlaw (NeuroImage, 2016)

Direct Estimation of Pharmacokinetic Parameters from DCE-MRI Using Deep CNN with Forward Physical Model Loss. - Cagdas Ulas; Giles Tetteh; Michael J. Thrippleton; Paul A. Armitage; Stephen D. Makin; Joanna M. Wardlaw; Mike E. Davies 001; Bjoern H. Menze (MICCAI (1), 2018)

Predicting the Evolution of White Matter Hyperintensities in Brain MRI Using Generative Adversarial Networks and Irregularity Map. - Muhammad Febrian Rachmadi; Maria del C. Valdés Hernández; Stephen D. Makin; Joanna M. Wardlaw; Taku Komura (MICCAI (3), 2019)

Analysis of Spatial Spectral Features of Dynamic Contrast-Enhanced Brain Magnetic Resonance Images for Studying Small Vessel Disease. - José Bernal; Maria del C. Valdés Hernández; Javier Escudero; Paul A. Armitage; Stephen D. Makin; Rhian M. Touyz; Joanna M. Wardlaw (MIUA, 2019)

Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images. - Rafael Ortiz-Ramon; Maria del C. Valdés Hernández; Víctor González-Castro; Stephen D. Makin; Paul A. Armitage; Benjamin S. Aribisala; Mark E. Bastin; Ian J. Deary; Joanna M. Wardlaw; David Moratal (Comput. Medical Imaging Graph., 2019)

Examining the Relationship between Semiquantitative Methods Analysing Concentration-Time and Enhancement-Time Curves from Dynamic-Contrast Enhanced Magnetic Resonance Imaging and Cerebrovascular Dysfunction in Small Vessel Disease. - José Bernal; Maria del C. Valdés Hernández; Javier Escudero; Eleni Sakka; Paul A. Armitage; Stephen D. Makin; Rhian M. Touyz; Joanna M. Wardlaw (J. Imaging, 2020)

Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks. - Muhammad Febrian Rachmadi; Maria del C. Valdés Hernández; Stephen D. Makin; Joanna M. Wardlaw; Taku Komura (Medical Image Anal., 2020)

Probabilistic Deep Learning with Adversarial Training and Volume Interval Estimation - Better Ways to Perform and Evaluate Predictive Models for White Matter Hyperintensities Evolution. - Muhammad Febrian Rachmadi; Maria del C. Valdés Hernández; Rizal Maulana; Joanna M. Wardlaw; Stephen D. Makin; Henrik Skibbe (PRIME@MICCAI, 2021)

A four-dimensional computational model of dynamic contrast-enhanced magnetic resonance imaging measurement of subtle blood-brain barrier leakage. - José Bernal; Maria del C. Valdés Hernández; Javier Escudero; Anna K. Heye; Eleni Sakka; Paul A. Armitage; Stephen D. Makin; Rhian M. Touyz; Joanna M. Wardlaw; Michael J. Thrippleton (NeuroImage, 2021)