Lung-PNet: An Automated Deep Learning Model for the Diagnosis of Invasive Adenocarcinoma in Pure Ground-Glass Nodules on Chest CT
Kang Qi, Kexin Wang, Xiaoying Wang, Yudong Zhang, Gang Lin, Xining Zhang, Haibo Liu, Wei‐Ming Huang, Jingyun Wu, Kai Zhao, Jing Liu, Jian Li, Xiaodong Zhang
Abstract
BACKGROUND. Pure ground-glass nodules (pGGNs) on chest CT representing invasive adenocarcinoma (IAC) warrant lobectomy with lymph node resection. For pGGNs representing other entities, close follow-up or sublobar resection without node dissection may be appropriate.
Topics & Concepts
MedicineAtypical adenomatous hyperplasiaAdenocarcinomaGround-glass opacityRadiologyLungLymph nodePathologyCancerInternal medicineLung Cancer Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingColorectal and Anal Carcinomas