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Hrvoje Bogunović

on behalf of the PINNACLE consortium

Automatic detection and prediction of nAMD activity change in retinal OCT using Siamese networks and Wasserstein Distance for ordinality

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Jan 24, 2025
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Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT

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Sep 30, 2024
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Specialist vision-language models for clinical ophthalmology

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Jul 11, 2024
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Time-Equivariant Contrastive Learning for Degenerative Disease Progression in Retinal OCT

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May 15, 2024
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Spatiotemporal Representation Learning for Short and Long Medical Image Time Series

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Mar 12, 2024
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RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification

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Feb 05, 2024
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Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks

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Feb 02, 2024
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3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs

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Dec 28, 2023
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SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT

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Aug 31, 2023
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Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT

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Jul 25, 2023
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