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09/17/2021
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data
Semi-supervised learning provides great significance in left atrium (LA)...
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05/01/2021
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets
Automated and accurate segmentations of left atrium (LA) and atrial scar...
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02/02/2020
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention
Three-dimensional late gadolinium enhanced (LGE) cardiac MR (CMR) of lef...
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07/24/2019
Discriminative Consistent Domain Generation for Semi-supervised Learning
Deep learning based task systems normally rely on a large amount of manu...
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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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02/21/2019
Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework
Late gadolinium enhancement magnetic resonance imaging (LGE MRI) appears...
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10/22/2018
Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images
We present a fully-automated segmentation and quantification of the left...
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08/20/2018
Translational Motion Compensation for Soft Tissue Velocity Images
Purpose: Advancements in MRI Tissue Phase Velocity Mapping (TPM) allow f...
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06/28/2018
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
Deep learning approaches have shown promising performance for compressed...
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06/12/2018
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation
Late Gadolinium Enhanced Cardiac MRI (LGE-CMRI) for detecting atrial sca...
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05/30/2018
Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI
Understanding the structure of the heart at the microscopic scale of car...
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05/26/2017
Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI
Purpose: Atrial fibrillation (AF) is the most common cardiac arrhythmia ...
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05/19/2017