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02/07/2023
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation
Myocardial pathology segmentation (MyoPS) is critical for the risk strat...
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08/08/2022
Multi-Depth Boundary-Aware Left Atrial Scar Segmentation Network
Automatic segmentation of left atrial (LA) scars from late gadolinium en...
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05/16/2021
Unsupervised MMRegNet based on Spatially Encoded Gradient Information
Multi-modality medical images can provide relevant and complementary ana...
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03/22/2021
Automatic Pulmonary Artery and Vein Separation Algorithm Based on Multitask Classification Network and Topology Reconstruction in Chest CT Images
With the development of medical computer-aided diagnostic systems, pulmo...
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02/25/2021
Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing
Automatic airway segmentation from chest computed tomography (CT) scans ...
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02/22/2021
Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation
Background and Objective:Computer-aided diagnosis (CAD) systems promote ...
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10/29/2020
Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint
Delineating the brain tumor from magnetic resonance (MR) images is criti...
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08/27/2020
Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information
Deep learning (DL)-based models have demonstrated good performance in me...
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08/15/2020
Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks
Both image registration and label fusion in the multi-atlas segmentation...
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08/13/2020