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09/15/2023
3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images
Automated segmentation of the blood vessels in 3D volumes is an essentia...
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09/05/2023
A skeletonization algorithm for gradient-based optimization
The skeleton of a digital image is a compact representation of its topol...
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08/09/2023
Unlocking the Diagnostic Potential of ECG through Knowledge Transfer from Cardiac MRI
The electrocardiogram (ECG) is a widely available diagnostic tool that a...
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08/01/2023
Metrics to Quantify Global Consistency in Synthetic Medical Images
Image synthesis is increasingly being adopted in medical image processin...
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03/24/2023
Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data
Medical datasets and especially biobanks, often contain extensive tabula...
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01/11/2023
Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration
Age-related macular degeneration (AMD) is the leading cause of blindness...
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10/28/2022
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
Recent studies suggest that early stages of diabetic retinopathy (DR) ca...
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08/04/2022
Metadata-enhanced contrastive learning from retinal optical coherence tomography images
Supervised deep learning algorithms hold great potential to automate scr...
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07/22/2022
Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs
Optical coherence tomography angiography (OCTA) can non-invasively image...
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05/09/2022