Research output per year
Research output per year
Personal profile
Education/Academic qualification
Biosciences - Computational Biology, Master of Research, High dimensional predictive modelling of acute cognitive dysfunction, UCL University College London
1 Oct 2017 → 14 Sept 2018
Award Date: 14 Sept 2018
Computer Science, Bachelor of Science, Deep Neural Networks for Speech Enhancement, University of Southampton
25 Sept 2014 → 16 Jun 2017
Award Date: 16 Jun 2017
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Dive into the research topics where Dan Tudosiu 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models
Pinaya, W. H. L., Graham, M. S., Gray, R., Costa, P. F. D., Tudosiu, P.-D., Wright, P., Mah, Y. H., MacKinnon, A. D., Teo, J. T., Jager, R., Werring, D., Rees, G., Nachev, P., Ourselin, S. & Cardoso, M. J., 7 Jun 2022.Research output: Working paper/Preprint › Preprint
File209 Downloads (Pure) -
Transformer-based out-of-distribution detection for clinically safe segmentation
Graham, M. S., Tudosiu, P.-D., Wright, P., Pinaya, W. H. L., Jean-Marie, U., Mah, Y., Teo, J., Jäger, R. H., Werring, D., Nachev, P., Ourselin, S. & Cardoso, M. J., 21 May 2022, In: Proceedings of Machine Learning Research. p. 457-476 20 p.Research output: Contribution to journal › Conference paper › peer-review
Open AccessFile8 Citations (Scopus)103 Downloads (Pure) -
Unsupervised Brain Imaging 3D Anomaly Detection and Segmentation with Transformers
Pinaya, W. H. L., Tudosiu, P.-D., Gray, R., Rees, G., Nachev, P., Ourselin, S. & Cardoso, M. J., 31 Jul 2022, In: Medical Image Analysis. 79, 102475.Research output: Contribution to journal › Article › peer-review
Open AccessFile76 Citations (Scopus)346 Downloads (Pure) -
Unsupervised Brain Anomaly Detection and Segmentation with Transformers
Pinaya, W. H. L., Tudosiu, P.-D., Gray, R., Rees, G., Nachev, P., Ourselin, S. & Cardoso, M. J., 23 Feb 2021, In: arXiv.org.Research output: Contribution to journal › Article
File282 Downloads (Pure) -
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
Bass, C., da Silva, M., Sudre, C. H., Tudosiu, D., Smith, S. M. & Robinson, E., 6 Dec 2020, Advances in Neural Information Processing Systems. Vol. 33.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access25 Citations (Scopus)