Embracing an integromic approach to tissue biomarker research in cancer: Perspectives and lessons learned. - Gerald Li; Peter Bankhead; Philip D. Dunne; Paul G. O'Reilly; Jacqueline A. James; Manuel Salto-Tellez; Peter Hamilton; Darragh G. McArt (Briefings Bioinform., 2017)

ICOS Protein Expression Segmentation: Can Transformer Networks Give Better Results? - Vivek Kumar Singh; Paul G. O'Reilly; Jacqueline A. James; Manuel Salto-Tellez; Perry Maxwell (CoRR, 2022)

Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study. - Sophia J. Wagner; Daniel Reisenbüchler; Nicholas P. West; Jan Moritz Niehues; Gregory Patrick Veldhuizen; Philip Quirke; Heike Irmgard Grabsch; Piet A. van den Brandt; Gordon G. A. Hutchins; Susan D. Richman; Tanwei Yuan; Rupert Langer; et al. (CoRR, 2023)

A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia. - Adam J. Shephard; Raja Muhammad Saad Bashir; Hanya Mahmood; Mostafa Jahanifar; Fayyaz Minhas; Shan E Ahmed Raza; Kris D. McCombe; Stephanie G. Craig; Jacqueline A. James; Jill Brooks; Paul Nankivell; Hisham Mehanna; et al. (CoRR, 2023)

Transformer-based Model for Oral Epithelial Dysplasia Segmentation. - Adam J. Shephard; Hanya Mahmood; Shan E Ahmed Raza; Anna Luíza Damaceno Araújo; Alan Roger Santos-Silva; Marcio Ajudarte Lopes; Pablo Agustin Vargas; Kris D. McCombe; Stephanie G. Craig; Jacqueline A. James; Jill Brooks; Paul Nankivell; et al. (CoRR, 2023)

Using GANs to Visualise Class-Specific Features in Digital Histopathology Images. - Catherine Little; Richard Gault; Stephanie G. Craig; Jacqueline A. James (AIiH (2), 2024)

Optimising Diffusion Models for Histopathology Image Synthesis. - Victoria Porter; Richard Gault; Stephanie G. Craig; Jacqueline A. James (BMVC, 2024)

Encrypted federated learning for secure decentralized collaboration in cancer image analysis. - Daniel Truhn; Soroosh Tayebi Arasteh; Oliver Lester Saldanha; Gustav Müller-Franzes; Firas Khader; Philip Quirke; Nicholas P. West; Richard Gray 005; Gordon G. A. Hutchins; Jacqueline A. James; Maurice B. Loughrey; Manuel Salto-Tellez; et al. (Medical Image Anal., 2024)