Edinburgh Research Explorer

Prof Sotirios Tsaftaris

Personal Chair of Machine Learning and Computer Vision

  1. 2017
  2. Unsupervised Myocardial Segmentation for Cardiac BOLD

    Oksuz, I., Mukhopadhyay, A., Dharmakumar, R. & Tsaftaris, S., Nov 2017, In : IEEE Transactions on Medical Imaging. 36, 11, p. 2228 - 2238

    Research output: Contribution to journalArticle

  3. 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

  4. Robust Multi-Modal MR Image Synthesis

    Joyce, T., Chartsias, A. & Tsaftaris, S., 4 Sep 2017, Medical Image Computing and Computer-Assisted Intervention-MICCAI 2017 : 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III. Springer-Verlag, p. 347-355 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS).

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

  5. Arterial CO2 as a Potent Coronary Vasodilator: A Preclinical PET/MR Validation Study with Implications for Cardiac Stress Testing

    Yang, H-J., Dey, D., Sykes, J., Klein, M., Butler, J., Kovacs, M., Sobczyk, O., Sharif, B., Bi, X., Kali, A., Cokic, I., Tang, R., Yumul, R., Conte, A., Tsaftaris, S., Tighiouart, M., Li, D., Slomka, P. J., Berman, D., Prato, F. & 2 othersFisher, J. & Dharmakumar, R., 2 Mar 2017, In : Journal of Nuclear Medicine.

    Research output: Contribution to journalArticle

  6. Statistical shape modeling of the left ventricle: myocardial infarct classification challenge

    Suinesiaputra, A., Ablin, P., Alba, X., Alessandrini, M., Allen, J., Bai, W., Cimen, S., Claes, P., Cowan, B., D'hooge, J., Duchateau, N., Ehrhardt, J., Frangi, A., Gooya, A., Grau, V., Lekadir, K., Lu, A., Mukhopadhyay, A., Oksuz, I., Parajuli, N. & 16 othersPennec, X., Pereanez, M., Pinto, C., Piras, P., Rohe, M-M., Rueckert, D., Saring, D., Sermesant, M., Siddiqi, K., Tabassian, M., Teresi, L., Tsaftaris, S., Wilms, M., Young, A., Zhang, X. & Medrano-Gracia, P., 17 Jan 2017, In : IEEE Journal of Biomedical and Health Informatics.

    Research output: Contribution to journalArticle

  7. Preface

    Tsaftaris, S. A., Gooya, A., Frangi, A. F. & Prince, J. L., 1 Jan 2017, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10557 LNCS, p. V-VI

    Research output: Contribution to journalEditorial

  8. ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network

    Giuffrida, M. V., Scharr, H. & Tsaftaris, S., 2017, (Accepted/In press) International Conference on Computer Vision: Computer Vision Problems in Plant Phenotyping Workshop. Institute of Electrical and Electronics Engineers (IEEE), 8 p.

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

  9. 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

  10. Phenotiki: An open software and hardware platform for affordable and easy image-based phenotyping of rosette-shaped plants

    Minervini, M., Giuffrida, M. V., Perata, P. & Tsaftaris, S., 2017, In : The Plant Journal.

    Research output: Contribution to journalArticle

  11. 2016
  12. Machine Learning for Plant Phenotyping Needs Image Processing

    Tsaftaris, S., Minervini, M. & Scharr, H., Dec 2016, In : Trends in plant science. 21, 12, p. 989–991

    Research output: Contribution to journalLetter

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