Development and validation of a combined nomogram model based on deep learning contrast-enhanced ultrasound and clinical factors to predict preoperative aggressiveness in pancreatic neuroendocrine neoplasms

Objectives This study aimed to develop and validate a combined nomogram model based on deep learning (DL) contrast-enhanced ultrasound (CEUS) and clinical factors to preoperatively predict the aggressiveness of pancreatic neuroendocrine neoplasms (PNENs). Methods In this retrospective study, consecu...

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Veröffentlicht in:European radiology 2022-11, Vol.32 (11), p.7965-7975
Hauptverfasser: Huang, Jingzhi, Xie, Xiaohua, Wu, Hong, Zhang, Xiaoer, Zheng, Yanling, Xie, Xiaoyan, Wang, Yi, Xu, Ming
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Sprache:eng
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