PET/CT-based deep learning grading signature to optimize surgical decisions for clinical stage I invasive lung adenocarcinoma and biologic basis under its prediction: a multicenter study.

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第一作者： Yifan,Zhong

第一单位： Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China.

作者： Yifan,Zhong ^[1] ; Chuang,Cai ^[2] ; Tao,Chen ^[1] ; Hao,Gui ^[3] ; Cheng,Chen ^[4] ; Jiajun,Deng ^[1] ; Minglei,Yang ^[5] ; Bentong,Yu ^[6] ; Yongxiang,Song ^[4] ; Tingting,Wang ^[7] ; Yangchun,Chen ^[8] ; Huazheng,Shi ^[9] ; Dong,Xie ^[10] ; Chang,Chen ^[11] ; Yunlang,She ^[12]

作者单位： Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China. ^[1] School of Computer Science and Communication Engineering , Jiangsu University, Zhenjiang, Jiangsu, China. ^[2] Graduate School at Shenzhen, Tsinghua University, Shenzhen, China. ^[3] Department of Thoracic Surgery, Affiliated Hospital of Zunyi Medical College, Zunyi Medical College, Guizhou, China. ^[4] Department of Thoracic Surgery, Ningbo HwaMei Hospital, Chinese Academy of Sciences, Zhejiang, China. ^[5] Department of Thoracic Surgery, The First Affiliated Hospital of Nanchang University, Jiangxi, China. ^[6] Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China. ^[7] Department of Nuclear Medicine, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China. ^[8] Shanghai Universal Cloud Medical Imaging Diagnostic Center, Shanghai, China. ^[9] Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China. kongduxd@163.com. ^[10] Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China. changchenc@tongji.edu.cn. ^[11] Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China. langthoracic@tongji.edu.cn. ^[12]

关键词 Deep learning Grading Lung adenocarcinoma PET/CT Surgical decision

主题词人类(Humans);肺肿瘤(Lung Neoplasms);回顾性研究(Retrospective Studies);前瞻性研究(Prospective Studies);体层摄影术, X线计算机(Tomography, X-Ray Computed);生物制品(Biological Products);肿瘤微环境(Tumor Microenvironment)

DOI 10.1007/s00259-023-06434-7

PMID 37725128

发布时间 2024-01-09

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