Sobha Sivaprasad
Orcid: 0000-0001-8952-0659
According to our database1,
Sobha Sivaprasad
authored at least 16 papers
between 2017 and 2024.
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Bibliography
2024
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations.
IEEE Trans. Medical Imaging, June, 2024
Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4).
CoRR, 2024
CoRR, 2024
2023
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs.
CoRR, 2023
CoRR, 2023
Detailed retinal vessel segmentation without human annotations using simulated optical coherence tomography angiographs.
CoRR, 2023
Morph-SSL: Self-Supervision with Longitudinal Morphing to Predict AMD Progression from OCT.
CoRR, 2023
Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration.
CoRR, 2023
Clustering Disease Trajectories in Contrastive Feature Space for Biomarker Proposal in Age-Related Macular Degeneration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023
2022
Metadata-enhanced contrastive learning from retinal optical coherence tomography images.
CoRR, 2022
2018
Future Gener. Comput. Syst., 2018
2017
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network.
J. Comput. Sci., 2017
Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network.
Inf. Sci., 2017
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies.
Comput. Biol. Medicine, 2017