Deep learning radiomics of dual-modality ultrasound images for hierarchical diagnosis of unexplained cervical lymphadenopathy

被引：0
|
作者：
Yangyang Zhu
Zheling Meng
Xiao Fan
Yin Duan
Yingying Jia
Tiantian Dong
Yanfang Wang
Juan Song
Jie Tian
Kun Wang
Fang Nie
机构：
[1] Lanzhou University Second Hospital,Ultrasound Medical Center
[2] Lanzhou University,School of Artificial Intelligence
[3] CAS Key Laboratory of Molecular Imaging,Department of Ultrasound
[4] The State Key Laboratory of Management and Control for Complex Systems,Department of Ultrasound
[5] Institute of Automation,Beijing Advanced Innovation Center for Big Data
[6] Chinese Academy of Sciences,Based Precision Medicine, School of Medicine and Engineering
[7] University of Chinese Academy of Sciences,undefined
[8] Gansu Provincial Cancer Hospital,undefined
[9] People’s Hospital of Ningxia Hui Autonomous Region,undefined
[10] Beihang University,undefined
[11] Gansu Province Clinical Research Center for Ultrasonography,undefined
[12] Gansu Province Medical Engineering Research Center for Intelligence Ultrasound,undefined
来源：
BMC Medicine | / 20卷
关键词：
Deep learning; Cervical lymphadenopathy; Ultrasound; Reactive hyperplasia; Tuberculous lymphadenitis; Lymphoma; Metastatic carcinoma;
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