Canon Medical / RAEng Senior Research Fellow in Healthcare AI

Status	Active
Effective start/end date	31/03/19 → 30/06/26

SWiFT: Soft-Mask Weight Fine-tuning for Bias Mitigation
Yan, J., Chen, F., Xue, Y., Du, Y., Vilouras, K., Tsaftaris, S. A. & McDonagh, S., 21 Aug 2025, In: Machine Learning for Biomedical Imaging. p. 347-366
Research output: Contribution to journal › Article › peer-review

Open Access
WHEN PIGS FLY: EVALUATING SEMANTIC OVERCONFIDENCE IN DEEP NEURAL NETWORK CLASSIFIERS
Dimitrakopoulos, P., Pegios, P., McDonagh, S. & Tsaftaris, S. A., 3 Jul 2025, (Accepted/In press) IEEE International Conference on Image Processing Workshops: Generative AI for World Simulations and Communications & Celebrating 40 Years of Excellence in Education: Honoring Professor Aggelos Katsaggelos. 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models
Vilouras, K., Sanchez, P., O'neil, A. Q. & Tsaftaris, S. A., 8 Nov 2024, (E-pub ahead of print) In: IEEE Journal of Biomedical and Health Informatics. p. 1-10
Research output: Contribution to journal › Article › peer-review

Open Access
File

Diffusion Causal Models for Counterfactual Estimation - CLeaR 2022
Sanchez, P. (Keynote speaker) & Tsaftaris, S. (Keynote speaker)
2022
Activity: Academic talk or presentation types › Oral presentation

Project Details