Research output per year
Research output per year
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Dive into the research topics where Matt Townend is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
- 4 Article
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Impact of hospital-specific domain adaptation on BERT-based models to classify neuroradiology reports
Agarwal, S., Wood, D., Murray, B. A. K., Wei, Y., Busaidi, A. A., Kafiabadi, S., Guilhem, E., Lynch, J., Townend, M., Mazumder, A., Barker, G. J., Cole, J. H., Sasieni, P., Ourselin, S., Modat, M. & Booth, T. C., Sept 2025, In: European Radiology. 35, 9, p. 5299-5313 15 p., 102391.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)110 Downloads (Pure) -
Self-Supervised Text-Vision Alignment for Automated Brain MRI Abnormality Detection: A Multicenter Study (ALIGN Study)
Wood, D., Townend, M., Agarwal, S., Wei, Y., Barker, G., Sasieni, P., Ourselin, S. & Booth, T., 23 Oct 2025, (Accepted/In press) In: Radiology: Artificial intelligence.Research output: Contribution to journal › Article › peer-review
Open AccessFile34 Downloads (Pure) -
Optimising brain age estimation through transfer learning: A suite of pre-trained foundation models for improved performance and generalisability in a clinical setting
Wood, D. A., Townend, M., Guilhem, E., Kafiabadi, S., Hammam, A., Wei, Y., Al Busaidi, A., Mazumder, A., Sasieni, P., Barker, G. J., Ourselin, S., Cole, J. H. & Booth, T. C., 4 Mar 2024, (E-pub ahead of print) In: Human Brain Mapping. 45, 4, e26625.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Citations (Scopus)239 Downloads (Pure) -
Factors affecting the labelling accuracy of brain MRI studies relevant for deep learning abnormality detection
Benger, M., Wood, D. A., Kafiabadi, S., Al busaidi, A., Guilhem, E., Lynch, J., Townend, M., Montvila, A., Siddiqui, J., Gadapa, N., Barker, G., Ourselin, S., Cole, J. H. & Booth, T. C., 27 Nov 2023, (E-pub ahead of print) In: Frontiers in Radiology. 3Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)