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40 results on '"Bogunovic, Hrvoje"'

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1. Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT

2. Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation

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3. Specialist vision-language models for clinical ophthalmology

4. Learning Temporally Equivariance for Degenerative Disease Progression in OCT by Predicting Future Representations

5. Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)

6. Spatiotemporal Representation Learning for Short and Long Medical Image Time Series

7. RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification

8. Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks

9. 3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs

10. SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT

11. Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT

12. Transformer-based end-to-end classification of variable-length volumetric data

13. Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation

14. PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation

15. Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT

16. AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge

17. Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration

18. Learning Spatio-Temporal Model of Disease Progression with NeuralODEs from Longitudinal Volumetric Data

19. Segmentation of Bruch's Membrane in retinal OCT with AMD using anatomical priors and uncertainty quantification

20. Metadata-enhanced contrastive learning from retinal optical coherence tomography images

21. SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priors

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

23. Deep Dirichlet uncertainty for unsupervised out-of-distribution detection of eye fundus photographs in glaucoma screening

24. REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening

25. ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images

26. GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

27. Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT

28. AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

29. U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography

30. Modeling Disease Progression In Retinal OCTs With Longitudinal Self-Supervised Learning

31. REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

32. An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans

33. Multiclass segmentation as multitask learning for drusen segmentation in retinal optical coherence tomography

34. Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

35. Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation

36. U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans

37. Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data

38. Why rankings of biomedical image analysis competitions should be interpreted with care

39. Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images

40. Reproducibility of Retinal Thickness Measurements across Spectral-Domain Optical Coherence Tomography Devices using Iowa Reference Algorithm