Canon Medical / RAEng Senior Research Fellow in Healthcare AI

Project Details

StatusFinished
Effective start/end date31/03/1930/03/24

Funding

  • UK-based charities: £625,000.00

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Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
  • BMFT: Achieving fairness via bias-based weight masking fine-tuning

    Xue, Y., Yan, J., Dutt, R., Haider, F., Liu, J., McDonagh, S. & Tsaftaris, S. A., 15 Jul 2024, (Accepted/In press) International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer

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

    Open Access
    File
  • Compositionally Equivariant Representation Learning

    Liu, X., Sanchez, P., Thermos, S., O'Neil, A. Q. & Tsaftaris, S. A., 1 Jun 2024, In: IEEE Transactions on Medical Imaging. 43, 6, p. 2169-2179

    Research output: Contribution to journalArticlepeer-review

    Open Access
    File
  • Metrics reloaded: recommendations for image analysis validation

    Maier-Hein, L., Reinke, A., Godau, P., Tizabi, M. D., Buettner, F., Christodoulou, E., Glocker, B., Isensee, F., Kleesiek, J., Kozubek, M., Reyes, M., Riegler, M. A., Wiesenfarth, M., Kavur, A. E., Sudre, C. H., Baumgartner, M., Eisenmann, M., Heckmann-Nötzel, D., Rädsch, T., Acion, L., & 52 othersAntonelli, M., Bakas, S., Benis, A., Blaschko, M. B., Cardoso, M. J., Cheplygina, V., Cimini, B. A., Collins, G. S., Farahani, K., Ferrer, L., Galdran, A., van Ginneken, B., Haase, R., Hashimoto, D. A., Hoffman, M. M., Huisman, M., Jannin, P., Kahn, C. E., Kainmueller, D., Kainz, B., Karargyris, A., Karthikesalingam, A., Kofler, F., Kopp-Schneider, A., Kreshuk, A., Kurc, T., Landman, B. A., Litjens, G., Madani, A., Maier-Hein, K., Martel, A. L., Mattson, P., Meijering, E., Menze, B., Moons, K. G. M., Müller, H., Nichyporuk, B., Nickel, F., Petersen, J., Rajpoot, N., Rieke, N., Saez-Rodriguez, J., Sánchez, C. I., Shetty, S., van Smeden, M., Summers, R. M., Taha, A. A., Tiulpin, A., Tsaftaris, S. A., Van Calster, B., Varoquaux, G. & Jäger, P. F., 12 Feb 2024, (E-pub ahead of print) In: Nature Methods. 21, 2, p. 195-212

    Research output: Contribution to journalArticlepeer-review

    Open Access
    File