Sotirios Tsaftaris

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Sotirios Tsaftaris

PROF

Accepting PhD Students

PhD projects

machine learning in medical imaging
computer vision and invariant learning
transfer learning and multimodal learning
foundation models for health and science

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  • 2020

    Have you forgotten? A method to assess if machine learning models have forgotten data

    Liu, X. & Tsaftaris, S., 29 Sept 2020, (E-pub ahead of print) Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part I. Springer, Vol. 12261. p. 95-105 (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

    Open Access
    File

  • INSIDE: Steering Spatial Attention with Non-Imaging Information in CNNs

    Jacenków, G., O'Neil, A. Q., Mohr, B. & Tsaftaris, S. A., 29 Sept 2020, (E-pub ahead of print) Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part IV. Springer, Vol. 12264. p. 385-395 (Lecture Notes in Computer Science; vol. 12264).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

    Open Access
    File
  • 2019

    8 - Cardiovascular Magnetic Resonance Assessment of Myocardial Oxygenation

    Dharmakumar, R., Tsaftaris, S., Yang, H. J. & Li, D., 2019, Cardiovascular Magnetic Resonance: A Companion to Braunwald's Heart Disease. 3 ed. p. 84-96

    Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

    Open Access
  • 2018

    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 Sept 2018, International Conference on Medical Image Computing and Computer-Assisted Intervention . (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review