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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Disentangled Representations for Domain-generalized Cardiac Segmentation
Liu, X., Thermos, S., Chartsias, A., O'Neil, A. & Tsaftaris, S., 29 Jan 2021, (E-pub ahead of print) STACOM: International Workshop on Statistical Atlases and Computational Models of the Heart: Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges. Springer, p. 187-195 (Lecture Notes in Computer Science; vol. 12592).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining
Dionelis, N., Yaghoobi Vaighan, M. & Tsaftaris, S. A., 1 Nov 2021, (Accepted/In press) The 33rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI). IEEE, p. 8Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates
Valvano, G., Leo, A. & Tsaftaris, S. A., 30 Mar 2021, (E-pub ahead of print) In: IEEE Transactions on Medical Imaging. p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Learning to synthesise the ageing brain without longitudinal data
Xia, T., Chartsias, A., Wang, C. & Tsaftaris, S. A., Oct 2021, In: Medical Image Analysis. 73Research output: Contribution to journal › Article › peer-review
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OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary
Dionelis, N., Yaghoobi Vaighan, M. & Tsaftaris, S. A., 28 Oct 2021, (Submitted) 15 p.Research output: Working paper › Preprint
File
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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Deep Learning for Clinical Decision Support
UK industry, commerce and public corporations
1/09/18 → 31/01/22
Project: Research
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