Edinburgh Research Explorer

Prof Sotirios Tsaftaris

Personal Chair of Machine Learning and Computer Vision

  1. 2020
  2. Disentangled Representations for Domain-generalized Cardiac Segmentation

    Liu, X., Thermos, S., Chartsias, A., O'Neil, A. & Tsaftaris, S., 11 Aug 2020, (Accepted/In press) STACOM: International Workshop on Statistical Atlases and Computational Models of the Heart. (Lecture Notes in Computer Science).

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

  3. Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling

    Jiang, H., Wang, C., Chartsias, A. & Tsaftaris, S., 6 Aug 2020, (Accepted/In press) Lecture Notes in Computer Science (LNCS) . Springer

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

  4. Semi-supervised Pathology Segmentation with Disentangled Representations

    Jiang, H., Chartsias, A., Zhang, X., Papanastasiou, G., Semple, S., Dweck, M., Semple, D., Dharmakumar, R. & Tsaftaris, S., 2 Aug 2020, (Accepted/In press) Lecture Notes in Computer Science (LNCS) . Springer

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

  5. Pseudo-healthy synthesis with pathology disentanglement and adversarial learning

    Xia, T., Chartsias, A. & Tsaftaris, S., Aug 2020, In : Medical image analysis. 64, 101719.

    Research output: Contribution to journalArticle

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

    Jacenków, G., O'Neil, A. Q., Mohr, B. & Tsaftaris, S. A., 23 Jun 2020, (Accepted/In press) MICCAI.

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

  7. Affordable and robust phenotyping framework to analyse root system architecture of soil-grown plants

    Bontpart, T., Concha Vidal, C., Giuffrida, V., Robertson, I., Admkie, K., Degefu, T., Girma, N., Tesfaye, K., Haileselassie, T., Fikre, A., Fetene, M., Tsaftaris, S. & Doerner, P., 12 Jun 2020, In : The Plant Journal.

    Research output: Contribution to journalArticle

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

    Liu, X. & Tsaftaris, S., 18 May 2020, (Accepted/In press) MICCAI Proceedings . Springer-Verlag, (Lecture Notes in Computer Science).

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

  9. Doing More With Less: A Multitask Deep Learning Approach in Plant Phenotyping

    Dobrescu, A., Giuffrida, M. V. & Tsaftaris, S. A., 28 Feb 2020, In : Frontiers in plant science. 11, 141.

    Research output: Contribution to journalArticle

  10. 2019
  11. Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text

    Falis, M., Pajak, M., Lisowska, A., Schrempf, P., Deckers, L., Mikhael, S., Tsaftaris, S. & O'Neil, A., 1 Nov 2019, Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019). Hong Kong: Association for Computational Linguistics, p. 168-177 10 p.

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

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