2 papers
q-bio.QM2025
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 +3
Multimodal machine learning integrating histopathology and molecular data shows promise for cancer prognostication. We systematically reviewed studies combining whole slide images…
stat.ML2022
GmGM: a Fast Multi-Axis Gaussian Graphical Model
Bailey Andrew, David Westhead, Luisa Cutillo
This paper introduces the Gaussian multi-Graphical Model, a model to construct sparse graph representations of matrix- and tensor-variate data. We generalize prior work in this are…