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Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT
Training convolutional neural networks (CNNs) for segmentation of pulmon...
12/10/2020 ∙ by Yulei Qin, et al. ∙
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Alleviating Class-wise Gradient Imbalance for Pulmonary Airway Segmentation
Automated airway segmentation is a prerequisite for pre-operative diagno...
11/24/2020 ∙ by Hao Zheng, et al. ∙
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AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks
Airway segmentation on CT scans is critical for pulmonary disease diagno...
07/16/2019 ∙ by Yulei Qin, et al. ∙
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Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks
Chromosome classification is critical for karyotyping in abnormality dia...
10/13/2018 ∙ by Yulei Qin, et al. ∙
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