Edinburgh Research Explorer

Prof Sotirios Tsaftaris

Personal Chair of Machine Learning and Computer Vision

  1. Active contour model driven by globally signed region pressure force

    Abdelsamea, M. M. & Tsaftaris, S. A., 2013, 2013 18th International Conference on Digital Signal Processing, DSP 2013. 6622691

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  2. Dictionary learning for unsupervised identification of ischemic territories in CP-BOLD Cardiac MRI at rest

    Bevilacqua, M., Rusu, C., Dharmakumar, R. & Tsaftaris, S., 3 Feb 2015, In : Journal of Cardiovascular Magnetic Resonance. 17, Suppl 1, p. 1-2 2 p., Q13.

    Research output: Contribution to journalMeeting abstract

  3. Dictionary-driven Ischemia Detection from Cardiac Phase-Resolved Myocardial BOLD MRI at Rest

    Bevilacqua, M., Dharmakumar, R. & Tsaftaris, S. A., 2015, In : IEEE Transactions on Medical Imaging. PP, 99, p. 1-1 1 p.

    Research output: Contribution to journalArticle

  4. The Generalized Complex Kernel Least-Mean-Square Algorithm

    Boloix-Tortosa, R., Murillo-Fuentes, J. J. . & Tsaftaris, S., 23 Aug 2019, In : IEEE Transactions on Signal Processing.

    Research output: Contribution to journalArticle

  5. Multimodal MR Synthesis via Modality-Invariant Latent Representation

    Chartsias, A., Joyce, T., Giuffrida, M. V. & Tsaftaris, S., 2017, In : IEEE Transactions on Medical Imaging.

    Research output: Contribution to journalArticle

  6. Multimodal cardiac segmentation using disentangled representation learning

    Chartsias, A., Papanastasiou, G., Wang, C., Stirrat, C., Semple, S., Newby, D., Dharmakumar, R. & Tsaftaris, S., 2019.

    Research output: Contribution to conferencePaper

  7. Factorised spatial representation learning: application in semi-supervised myocardial segmentation.

    Chartsias, A., Joyce, T., Papanastasiou, G., Semple, S., Williams, M., Newby, D., Dharmakumar, R. & Tsaftaris, S., 26 Sep 2018, International Conference on Medical Image Computing and Computer-Assisted Intervention . (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  8. Disentangled representation learning in cardiac image analysis

    Chartsias, A., Joyce, T., Papanastasiou, G., Semple, S., Williams, M., Newby, D. E., Dharmakumar, R. & Tsaftaris, S. A., 18 Jul 2019, In : Medical image analysis. 1 p., 101535.

    Research output: Contribution to journalArticle

  9. Adversarial Image Synthesis for Unpaired Multi-Modal Cardiac Data

    Chartsias, A., Joyce, T., Dharmakumar, R. & Tsaftaris, S. A., 26 Sep 2017, Simulation and Synthesis in Medical Imaging: Second International Workshop, SASHIMI 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10, 2017, Proceedings. Tsaftaris, S., Gooya, A., Frangi, A. & Prince, J. (eds.). 1 ed. Springer International Publishing, Vol. 10557. p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10557 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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