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Matthew K Townend
Matthew K Townend
Clinical Research Fellow, King's College London
在 kcl.ac.uk 的电子邮件经过验证
标题
引用次数
引用次数
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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
572022
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
452020
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
332022
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
262022
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
182020
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
92021
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
22024
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
22023
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
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