Title
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO Yi-Hsuan Li Hugo Le Boité ... B. Cochener Alireza Rezaei Ikram Brahim G. Quellec M. Lamard 24 0 0 10 Apr 2024
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO Yi-Hsuan Li Alireza Rezaei ... Pascale Massin B. Cochener Ikram Brahim G. Quellec M. Lamard 26 0 0 24 Mar 2024
Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4) Robbie Holland Rebecca Kaye Ahmed M. Hagag Oliver Leingang Thomas R. P. Taylor ... H. Scholl Daniel Rueckert A. Lotery S. Sivaprasad M. Menten 21 4 0 12 Mar 2024
Spatiotemporal Representation Learning for Short and Long Medical Image Time Series Chengzhi Shen M. Menten Hrvoje Bogunović U. Schmidt-Erfurth H. Scholl S. Sivaprasad A. Lotery Daniel Rueckert Paul Hager Robbie Holland 37 2 0 12 Mar 2024
Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT A. Chakravarty T. Emre Oliver Leingang Sophie Riedl Julia Mai ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović 31 1 0 17 Apr 2023
Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration R. Holland Oliver Leingang Christopher Holmes Philipp Anders Rebecca Kaye ... H. Scholl S. Sivaprasad A. Lotery Daniel Rueckert M. Menten 15 2 0 11 Jan 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021