Pulmonary nodule segmentation with CT sample synthesis using adversarial networks

Yulei Qin (1) , Hao Zheng (1) , Xiaolin Huang (1) , Jie Yang (1) , Yue-Min Zhu (2, 3, 4)

1 Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University
2 MYRIAD - Modeling & analysis for medical imaging and Diagnosis
3 CREATIS - Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé
4 MOTIVATE - Imagerie et modélisation Vasculaires, Thoraciques et Cérébrales

Domaines: Informatique [cs]; Imagerie médicale

Yulei Qin, Hao Zheng, Xiaolin Huang, Jie Yang, Yue-Min Zhu. Pulmonary nodule segmentation with CT sample synthesis using adversarial networks. Medical Physics, 2019, 46 (3), pp.1218-1229. ⟨10.1002/mp.13349⟩. ⟨hal-02073173⟩