VIOS (pronounced vEEOs) means life (Βίος) in Greek; its common English equivalent bio abounds in science as the word denoting everything about life (biology, biomedicine, bioimaging…). Life is central to our mission. With advances in artificial intelligence (AI), computer vision and inverse problems, our mission is to address societal problems by solving key challenges in the life and natural sciences. This mission inspires our drive in interdisciplinary AI, where we use motivating applications to propose new AI-driven solutions.
News
New CHAI PhD positions in partnership with Canon Medical: We are now recruiting for two PhD positions as part of the CHAI AI Hub in collaboration with Canon Medical. Please see the join us page.
CHAI hub is recruiting: We are recruiting four PDRAs to work on the CHAI AI Hub see our join us page.
VIOS leads AI Hub: We are delighted that Sotos from VIOS will be the director of CHAI: the new national UK hub on Causal AI and Healthcare (see the UKRI announcement and the governments’s release). See also the University and School of Engineering’s news .
Highlighted Publications
1. Understanding metric-related pitfalls in image analysis validation
Reinke, Annika and Tizabi, Minu D and Baumgartner and others
Nature Methods, 1--13
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2. Compositionally Equivariant Representation Learning
Liu, Xiao and Sanchez, Pedro and Thermos, Spyridon and O’Neil, Alison Q and Tsaftaris, Sotirios A
IEEE Transactions on Medical Imaging, 1-1
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3. Metrics reloaded: recommendations for image analysis validation
Maier-Hein, Lena and Reinke, Annika and Godau, Patrick and others
Nature Methods, 1--18
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4. Neural Networks Memorise Personal Information from One Sample
J. Hartley, P.P. Sanchez, F. Haider, S.A. Tsaftaris
Scientific Reports, vol. 13, no. 1, pp. 21366, 2023
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5. The role of noise in denoising models for anomaly detection in medical images
A. Kascenas, P. Sanchez, P. Schrempf, C. Wang, W. Clackett, S.S. Mikhael, J.P. Voisey, K. Goatman, A. Weir, N. Pugeault, S.A. Tsaftaris, A.Q. O'Neil
Medical Image Analysis, Volume 90, December 2023
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6. Adapting Vision Foundation Models for Plant Phenotyping
F. Chen, M.V. Giuffrida, S.A. Tsaftaris
IEEE/CVF International Conference on Computer Vision 2023
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7. Diffusion Models for Causal Discovery via Topological Ordering
P. Sanchez, X. Liu, A.Q. O'Neil, S.A. Tsaftaris
ICLR 2023
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