TINC: Temporally Informed Non-Contrastive Learning for Disease
Progression Modeling in Retinal OCT Volumes

TINC: Temporally Informed Non-Contrastive Learning for Disease Progression Modeling in Retinal OCT Volumes

30 June 2022

U. Schmidt-Erfurth

Hrvoje Bogunović

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Papers citing "TINC: Temporally Informed Non-Contrastive Learning for Disease Progression Modeling in Retinal OCT Volumes"

10 / 10 papers shown

Title
Learning Disease State from Noisy Ordinal Disease Progression Labels Gustav Schmidt Holger Heidrich Philipp Berens Sarah Muller NoLa 142 0 0 13 Mar 2025
Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT A. Chakravarty T. Emre Dmitrii Lachinov Antoine Rivail H. Scholl ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović 114 0 0 30 Sep 2024
Masked Image Modelling for retinal OCT understanding Theodoros Pissas Pablo Márquez-Neila Sebastian Wolf M. Zinkernagel Raphael Sznitman 49 1 0 23 May 2024
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T. Emre A. Chakravarty Antoine Rivail Dmitrii Lachinov Oliver Leingang ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 67 3 0 28 Dec 2023
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO Yi-Hsuan Li Hugo Le Boité ... Pascale Massin B. Cochener Ikram Brahim G. Quellec M. Lamard 76 4 0 16 Oct 2023
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single Image Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO Yi-Hsuan Li Hugo Le Boité ... Pascale Massin B. Cochener Ikram Brahim G. Quellec M. Lamard 84 4 0 16 Oct 2023
Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning Soorena Salari Amir Rasoulian H. Rivaz Yiming Xiao 92 5 0 26 Jul 2023
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT T. Emre Marzieh Oghbaie A. Chakravarty Antoine Rivail Sophie Riedl ... S. Sivaprasad Daniel Rueckert A. Lotery U. Schmidt-Erfurth Hrvoje Bogunović MedIm 78 1 0 25 Jul 2023
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 58 1 0 17 Apr 2023
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 326 4,109 0 17 Jun 2020