102 citations
- King's College LondonGB6 papers
- Imperial College LondonGB3 papers
- King's College Hospital NHS Foundation TrustGB2 papers
- Education TrustUS1 paper
- Guy's and St Thomas' NHS Foundation TrustGB1 paper
- Imperial College Healthcare NHS TrustGB1 paper
- St George’s University Hospitals NHS Foundation TrustGB1 paper
- Utrecht UniversityNL1 paper
7 papers
Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening
Jeremy Tan, Anselm Au, Qingjie Meng +7
Prenatal screening with ultrasound can lower neonatal mortality significantly for selected cardiac abnormalities. However, the need for human expertise, coupled with the high volum…
An Update on Machine Learning in Neuro-oncology Diagnostics
Thomas Booth
Imaging biomarkers in neuro-oncology are used for diagnosis, prognosis and treatment response monitoring. Magnetic resonance imaging is typically used throughout the patient pathwa…
Machine learning and glioma imaging biomarkers
Thomas Booth, Matthew Williams, Aysha Luis +3
Aim: To review how machine learning (ML) is applied to imaging biomarkers in neuro-oncology, in particular for diagnosis, prognosis, and treatment response monitoring. Materials an…
k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations
Chen Qin, Jo Schlemper, Jinming Duan +4
Dynamic magnetic resonance imaging (MRI) exhibits high correlations in k-space and time. In order to accelerate the dynamic MR imaging and to exploit k-t correlations from highly u…
Inequality Constrained Multilevel Models
Bernet S. Kato, Carel F. W. Peeters
Multilevel or hierarchical data structures can occur in many areas of research, including economics, psychology, sociology, agriculture, medicine, and public health. Over the last…
Sparse multi-view matrix factorisation: a multivariate approach to multiple tissue comparisons
Zi Wang, Wei Yuan, Giovanni Montana
Gene expression levels in a population vary extensively across tissues. Such heterogeneity is caused by genetic variability and environmental factors, and is expected to be linked…