The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance. - Mohamed S. Barakat; Matthew Field; Aditya Ghose; David Stirling; Lois Holloway; Shalini K. Vinod; Andre Dekker; David I. Thwaites (Health Inf. Sci. Syst., 2017)

Distributed learning optimisation of Cox models can leak patient data: Risks and solutions. - Carsten Brink; Christian Rønn Hansen; Matthew Field; Gareth Price; David I. Thwaites; Nis Sarup; Uffe Bernchou; Lois Holloway (CoRR, 2022)

Infrastructure platform for privacy-preserving distributed machine learning development of computer-assisted theragnostics in cancer. - Matthew Field; David I. Thwaites; Martin Carolan; Geoff P. Delaney; Joerg Lehmann; Jonathan Sykes; Shalini Vinod; Lois Holloway (J. Biomed. Informatics, 2022)

Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data. - Ali Haidar 002; Daniel Al Mouiee; Farhannah Aly; David I. Thwaites; Lois Holloway (CoRR, 2024)