Accurate brain‐age models for routine clinical MRI examinations DA Wood, S Kafiabadi, A Al Busaidi, E Guilhem, A Montvila, J Lynch, ... Neuroimage 249, 118871, 2022 | 57 | 2022 |
Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM) DA Wood, J Lynch, S Kafiabadi, E Guilhem, A Al Busaidi, A Montvila, ... Medical Imaging with Deep Learning, 811-826, 2020 | 45 | 2020 |
Deep learning to automate the labelling of head MRI datasets for computer vision applications DA Wood, S Kafiabadi, A Al Busaidi, EL Guilhem, J Lynch, MK Townend, ... European radiology 32, 725-736, 2022 | 33 | 2022 |
Deep learning models for triaging hospital head MRI examinations DA Wood, S Kafiabadi, A Al Busaidi, E Guilhem, A Montvila, J Lynch, ... Medical Image Analysis 78, 102391, 2022 | 26 | 2022 |
Labelling imaging datasets on the basis of neuroradiology reports: a validation study DA Wood, S Kafiabadi, A Al Busaidi, E Guilhem, J Lynch, M Townend, ... Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020 | 18 | 2020 |
Automated triaging of head MRI examinations using convolutional neural networks DA Wood, S Kafiabadi, A Al Busaidi, E Guilhem, A Montvila, S Agarwal, ... Medical imaging with deep learning, 813-841, 2021 | 9 | 2021 |
Optimising brain age estimation through transfer learning: A suite of pre‐trained foundation models for improved performance and generalisability in a clinical setting DA Wood, M Townend, E Guilhem, S Kafiabadi, A Hammam, Y Wei, ... Human Brain Mapping 45 (4), e26625, 2024 | 2 | 2024 |
Factors affecting the labelling accuracy of brain MRI studies relevant for deep learning abnormality detection M Benger, DA Wood, S Kafiabadi, A Al Busaidi, E Guilhem, J Lynch, ... Frontiers in Radiology 3, 1251825, 2023 | 2 | 2023 |
A self-supervised framework for abnormality detection from brain MRI D Wood, E Guilhem, S Kafiabadi, A Al Busaidi, K Dissanayake, ... Authorea Preprints, 2024 | | 2024 |
Automated Brain Abnormality Detection using a Self-Supervised Text-Vision Framework D Wood, E Guilhem, S Kafiabadi, A Al Busaidi, A Hammam, N Mansoor, ... | | 2024 |
A self-supervised text-vision framework for automated brain abnormality detection DA Wood, E Guilhem, S Kafiabadi, AA Busaidi, K Dissanayake, ... arXiv preprint arXiv:2405.02782, 2024 | | 2024 |
Accurate brain‐age models for routine clinical MRI examinations M Townend Elsevier, 2022 | | 2022 |