Development and Validation of Contrast-Enhanced CT-Based Deep Transfer Learning and Combined Clinical-Radiomics Model to Discriminate Thymomas and Thymic Cysts: A Multicenter Study

This study aims to evaluate the feasibility and effectiveness of deep transfer learning (DTL) and clinical-radiomics in differentiating thymoma from thymic cysts. Clinical and imaging data of 196 patients pathologically diagnosed with thymoma and thymic cysts were retrospectively collected from cent...

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Veröffentlicht in:	Academic radiology 2024-04, Vol.31 (4), p.1615-1628
Hauptverfasser:	Yang, Yuhua, Cheng, Jia, Peng, Zhiwei, Yi, Li, Lin, Ze, He, Anjing, Jin, Mengni, Cui, Can, Liu, Ying, Zhong, QiWen, Zuo, Minjing
Format:	Artikel
Sprache:	eng
Schlagworte:	Computed tomography Deep transfer learning Radiomics Thymic cyst Thymoma
Online-Zugang:	Volltext
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