Predicting Malignancy and Invasiveness of Pulmonary Subsolid Nodules on CT Images Using Deep Learning.

Shen, Tianle; Hou, Runping; Ye, Xiaodan; Li, Xiaoyang; Xiong, Junfeng; Zhang, Qin; Zhang, Chenchen; Cai, Xuwei; Yu, Wen; Zhao, Jun; Fu, Xiaolong.

Afiliação

Shen T; Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Hou R; Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Ye X; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Li X; Department of Radiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Xiong J; Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Zhang Q; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Zhang C; Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Cai X; Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Yu W; Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Zhao J; Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
Fu X; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.