Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups. - Lucy Godson; Navid Alemi Koohbanani; Jeremie Nsengimana; Graham P. Cook; Emily L. Clarke; Darren Treanor; D. Timothy Bishop; Julia Newton-Bishop; Ali Gooya (MIDL, 2022)

Multi-level Graph Representations of Melanoma Whole Slide Images for Identifying Immune Subgroups. - Lucy Godson; Navid Alemi Koohbanani; Jeremie Nsengimana; Graham P. Cook; Emily L. Clarke; Darren Treanor; D. Timothy Bishop; Julia Newton-Bishop; Derek R. Magee (GRAIL/OCELOT@MICCAI, 2023)

Histopathology Foundation Models Enable Accurate Ovarian Cancer Subtype Classification. - Jack Breen; Katie Allen; Kieran Zucker; Lucy Godson; Nicolas M. Orsi; Nishant Ravikumar (CoRR, 2024)

Immune subtyping of melanoma whole slide images using multiple instance learning. - Lucy Godson; Navid Alemi Koohbanani; Jeremie Nsengimana; Graham P. Cook; Emily L. Clarke; Darren Treanor; D. Timothy Bishop; Julia Newton-Bishop; Ali Gooya; Derek R. Magee (Medical Image Anal., 2024)

Machine learning-based multimodal prognostic models integrating pathology images and high-throughput omic data for overall survival prediction in cancer: a systematic review. - Charlotte Jennings; Andrew Broad; Lucy Godson; Emily L. Clarke; David R. Westhead; Darren Treanor (CoRR, 2025)