187 citations
- University College LondonGB6 papers
- Moorfields Eye Hospital NHS Foundation TrustGB4 papers
- Moorfields Eye HospitalGB3 papers
- University of WashingtonUS3 papers
- BioLegend (United States)US2 papers
- ETH ZurichCH2 papers
- Immune Regulation (United Kingdom)GB2 papers
- Imperial College LondonGB2 papers
- Indiana University BloomingtonUS2 papers
- Institute of Infection and ImmunityCA2 papers
- Institute of Molecular and Clinical Ophthalmology BaselCH2 papers
- Instituto do Câncer do Estado de São PauloBR2 papers
Showing 2023Show all
2 papers · 1 filter
cs.CV2023★ 8 cited
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs
Taha Emre, Arunava Chakravarty, Antoine Rivail +10
Self-supervised learning (SSL) has emerged as a powerful technique for improving the efficiency and effectiveness of deep learning models. Contrastive methods are a prominent famil…
cs.CV2023★ 4 cited
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT
Taha Emre, Marzieh Oghbaie, Arunava Chakravarty +9
In the field of medical imaging, 3D deep learning models play a crucial role in building powerful predictive models of disease progression. However, the size of these models presen…