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XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms
Generative adversarial networks (GANs) have provided promising data enri...
07/27/2020 ∙ by Sina Amirrajab, et al. ∙
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Risk of Training Diagnostic Algorithms on Data with Demographic Bias
One of the critical challenges in machine learning applications is to ha...
05/20/2020 ∙ by Samaneh Abbasi-Sureshjani, et al. ∙
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4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model
We propose a hybrid controllable image generation method to synthesize a...
02/17/2020 ∙ by Samaneh Abbasi-Sureshjani, et al. ∙
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Retrieving challenging vessel connections in retinal images by line co-occurrence statistics
Natural images contain often curvilinear structures, which might be disc...
10/20/2016 ∙ by Samaneh Abbasi-Sureshjani, et al. ∙
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Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images
Tree-like structures such as retinal images are widely studied in comput...
08/29/2016 ∙ by Samaneh Abbasi-Sureshjani, et al. ∙
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Analysis of Vessel Connectivities in Retinal Images by Cortically Inspired Spectral Clustering
Retinal images provide early signs of diabetic retinopathy, glaucoma, an...
12/21/2015 ∙ by Marta Favali, et al. ∙
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