DeepAI

Yulei Qin

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Shanghai Jiao Tong University

Research interest: deep learning, machine learning, medical image analysis

PhD at Shanghai Jiao Tong University & INSA Lyon

Featured Co-authors

Jie Yang
158 publications
Liang Chen
68 publications
Xiaolin Huang
58 publications
Guang-Zhong Yang
48 publications
Hao Zheng
37 publications
Minghui Zhang
13 publications
Yun Gu
13 publications
Mingjian Chen
9 publications
Hanxiao Zhang
7 publications
Xiao Gu
7 publications
Lihui Wang
6 publications

∙ 02/25/2022

Faithful learning with sure data for lung nodule diagnosis

Recent evolution in deep learning has proven its value for CT-based lung...

Hanxiao Zhang, et al. ∙

∙ 06/24/2021

Relationship between pulmonary nodule malignancy and surrounding pleurae, airways and vessels: a quantitative study using the public LIDC-IDRI dataset

To investigate whether the pleurae, airways and vessels surrounding a no...

Yulei Qin, et al. ∙

∙ 12/10/2020

Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT

Training convolutional neural networks (CNNs) for segmentation of pulmon...

Yulei Qin, et al. ∙

∙ 11/24/2020

Alleviating Class-wise Gradient Imbalance for Pulmonary Airway Segmentation

Automated airway segmentation is a prerequisite for pre-operative diagno...

Hao Zheng, et al. ∙

∙ 07/16/2019

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...

Yulei Qin, et al. ∙

∙ 10/13/2018

Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks

Chromosome classification is critical for karyotyping in abnormality dia...

Yulei Qin, et al. ∙