Holes in Latent Space: Topological Signatures Under Adversarial Influence
Authors: Aideen Fay, Inés García-Redondo, Qiquan Wang, Haim Dubossarsky, Anthea Monod
A Topological Gaussian Mixture Model for Bone Marrow Morphology in Leukaemia
Authors: Qiquan Wang, Anna Song, Antoniana Batsivari, Dominique Bonnet, Anthea Monod
Confidence Bands for Multiparameter Persistence Landscapes
Authors: Inés García-Redondo, Anthea Monod, Qiquan Wang
On the Limitations of Fractal Dimension as a Measure of Generalization
Authors: Charlie B. Tan, Inés García-Redondo, Qiquan Wang, Michael M. Bronstein, Anthea Monod
(NeurIPS conference paper 2024)
Stability for Inference with Persistent Homology Rank Functions
Authors: Qiquan Wang, Inés García-Redondo, Pierre Faugère, Gregory Henselman-Petrusek, Anthea Monod
Computer Graphics Forum – Proceedings of the Symposium on Geometry Processing 2024, https://doi.org/10.1111/cgf.15142
Glioblastoma and radiotherapy: A multicenter AI study for Survival Predictions from MRI (GRASP study)
Authors: Alysha Chelliah, David A Wood, Liane S Canas, Haris Shuaib, Stuart Currie, Kavi Fatania, Russell Frood, Chris Rowland-Hill, Stefanie Thust, Stephen J Wastling, Sean Tenant, Catherine McBain, Karen Foweraker, Matthew Williams, Qiquan Wang, Andrei Roman, Carmen Dragos, Mark MacDonald, Yue Hui Lau, Christian A Linares, Ahmed Bassiouny, Aysha Luis, Thomas Young, Juliet Brock, Edward Chandy, Erica Beaumont, Tai-Chung Lam, Liam Welsh, Joanne Lewis, Ryan Mathew, Eric Kerfoot, Richard Brown, Daniel Beasley, Jennifer Glendenning, Lucy Brazil, Angela Swampillai, Keyoumars Ashkan, Sébastien Ourselin, Marc Modat, Thomas C Booth
Neuro-Oncology, Volume 26, Issue 6, June 2024, Pages 1138–1151, https://doi.org/10.1093/neuonc/noae017