Machine learning prediction of axillary lymph node metastasis in breast cancer: 2D versus 3D radiomic features

Purpose The purpose of this study was to distinguish axillary lymph node (ALN) status using preoperative breast DCE‐MRI radiomics and compare the effects of two‐dimensional (2D) and three‐dimensional (3D) analysis. Methods A retrospective study including 154 breast cancer patients all confirmed by p...

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Veröffentlicht in:	Medical physics (Lancaster) 2020-12, Vol.47 (12), p.6334-6342
Hauptverfasser:	Arefan, Dooman, Chai, Ruimei, Sun, Min, Zuley, Margarita L., Wu, Shandong
Format:	Artikel
Sprache:	eng
Schlagworte:	2D/3D analysis Axilla axillary lymph node (ALN) metastasis breast cancer Breast Neoplasms - diagnostic imaging Humans Lymphatic Metastasis - diagnostic imaging Machine Learning MRI radiomics Retrospective Studies
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