106 citations · 115 across the 3 of their papers we have counts for
3 papers
eess.IV2020★ 6 cited
Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT
Yulei Qin, Hao Zheng, Yun Gu +6
Training convolutional neural networks (CNNs) for segmentation of pulmonary airway, artery, and vein is challenging due to sparse supervisory signals caused by the severe class imb…
eess.IV2019★ 3 cited
AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks
Yulei Qin, Mingjian Chen, Hao Zheng +6
Airway segmentation on CT scans is critical for pulmonary disease diagnosis and endobronchial navigation. Manual extraction of airway requires strenuous efforts due to the complica…
cs.CV2018★ 106 cited
Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks
Yulei Qin, Juan Wen, Hao Zheng +6
Chromosome classification is critical for karyotyping in abnormality diagnosis. To expedite the diagnosis, we present a novel method named Varifocal-Net for simultaneous classifica…