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07/03/2023
Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline
Retinal vascular phenotypes, derived from low-cost, non-invasive retinal...
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12/20/2019
Automated and Network Structure Preserving Segmentation of Optical Coherence Tomography Angiograms
Optical coherence tomography angiography (OCTA) is a novel non-invasive ...
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02/21/2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge
Knowledge of whole heart anatomy is a prerequisite for many clinical app...
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08/12/2018
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks
Recently, the cycle-consistent generative adversarial networks (CycleGAN...
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04/12/2018
A two-stage 3D Unet framework for multi-class segmentation on full resolution image
Deep convolutional neural networks (CNNs) have been intensively used for...
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04/05/2018