Research output per year
Research output per year
Personal profile
Biography
Prof. Sotirios A. Tsaftaris received the M.Sc. and Ph.D. degrees in Electrical and Computer Engineering from Northwestern University, Evanston, IL, in 2003 and 2006, respectively, and the Diploma degree in Electrical and Computer Engineering from the Aristotle University of Thessaloniki, Thessaloniki, Greece, in 2000. He is currently Chair in Machine Learning and Computer Vision and Canon Medical/Royal Academy of Engineering Research Chair in Healthcare AI at the University of Edinburgh. Previously he was with IMT Institute for Advanced Studies, Lucca, Italy where he led the Pattern Recognition and Image Analysis Unit. Prior to that, he held a joint Research Assistant Professor appointment at Northwestern University with the Departments of Electrical Engineering and Computer Science (EECS) and Radiology Feinberg School of Medicine. He has published extensively, particularly in interdisciplinary fields, with more than 140 journal and conference papers in his active record. His research interests are deep learning, computer vision image analysis and processing.
Education/Academic qualification
Electrical Engineering, Master of Science, Northwestern University
Award Date: 6 Jun 2006
Electrical Engineering, Doctor of Philosophy (PhD), Northwestern University
Award Date: 6 Jun 2006
Electrical and Computer Engineering, Bachelor of Engineering
Award Date: 5 Jul 2000
Keywords
- TK Electrical engineering. Electronics Nuclear engineering
- QA75 Electronic computers. Computer science
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks
Campello, V. M., Xia, T., Liu, X., Sanchez, P., Martín-isla, C., Petersen, S. E., Seguí, S., Tsaftaris, S. A. & Lekadir, K., 23 Sep 2022, In: Frontiers in Cardiovascular Medicine. 9, p. 983091Research output: Contribution to journal › Article › peer-review
Open Access -
OMASGAN: Out-of-distribution Minimum Anomaly Score GAN for Anomaly Detection
Dionelis, N., Tsaftaris, S. A. & Yaghoobi Vaighan, M., 23 Sep 2022, (E-pub ahead of print) 2022 Sensor Signal Processing for Defence Conference (SSPD). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection
Dionelis, N., Tsaftaris, S. A. & Yaghoobi, M., 19 Sep 2022. 16 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile -
Why patient data cannot be easily forgotten?
Su, R., Liu, X. & Tsaftaris, S. A., 16 Sep 2022, (E-pub ahead of print) Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII. Springer, Vol. 13438. p. 632–641 11 p. (Lecture Notes in Computer Science; vol. 13438).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Causal Machine Learning for Healthcare and Precision Medicine
Sanchez, P., Voisey, J. P., Xia, T., Watson, H. I., ONeil, A. Q. & Tsaftaris, S. A., Aug 2022, In: Royal Society Open Science. 9, 8, p. 220638 220638.Research output: Contribution to journal › Review article › peer-review
Open AccessFile
Activities
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IEEE Transactions on Medical Imaging (Journal)
Sotirios Tsaftaris (Associate editor)
15 Apr 2018 → …Activity: Publication peer-review and editorial work types › Editorial activity
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Machine Vision and Applications (Journal)
Sotirios Tsaftaris (Guest editor)
2015Activity: Publication peer-review and editorial work types › Editorial activity
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Digital Signal Processing (Journal)
Sotirios Tsaftaris (Associate editor)
2014 → 2018Activity: Publication peer-review and editorial work types › Editorial activity
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Scientific Advisor
Sotirios Tsaftaris (Advisor)
2012 → 2013Activity: Consultancy types › Work on advisory panel to industry or government or non-government organisation
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IEEE Journal of Biomedical and Health Informatics (Journal)
Sotirios Tsaftaris (Associate editor)
2011 → …Activity: Publication peer-review and editorial work types › Editorial activity
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More efficient deep learning for medical image analysis
UK industry, commerce and public corporations
6/09/21 → 5/09/26
Project: Research
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Datasets
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Rhizobox validation
Haileselassie, T. (Creator), Fikre, A. (Creator), Fetene, M. (Creator), Tsaftaris, S. (Creator), Doerner, P. (Creator), Tesfaye, K. (Creator), Bontpart, T. (Creator), Concha, C. (Creator), Giuffrida, V. (Creator), Robertson, I. (Creator), Admkie, K. (Creator), Degefu, T. (Creator) & Girma, N. (Creator), Edinburgh DataShare, 1 Aug 2020
DOI: 10.7488/ds/2841
Dataset