Radiomics signature of brain metastasis: prediction of EGFR mutation status

Objectives To predict epidermal growth factor receptor (EGFR) mutation status in lung adenocarcinoma using MR-based radiomics signature of brain metastasis and explore the optimal MR sequence for prediction. Methods Data from 52 patients with brain metastasis from lung adenocarcinoma (28 with mutant...

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Veröffentlicht in:	European radiology 2021-07, Vol.31 (7), p.4538-4547
Hauptverfasser:	Wang, Guangyu, Wang, Bomin, Wang, Zhou, Li, Wenchao, Xiu, Jianjun, Liu, Zhi, Han, Mingyong
Format:	Artikel
Sprache:	eng
Schlagworte:	Adenocarcinoma Brain Brain cancer Datasets Diagnostic Radiology Epidermal growth factor Epidermal growth factor receptors Feature extraction Growth factors Heterogeneity Imaging Internal Medicine Interventional Radiology Lung cancer Lungs Magnetic Resonance Medicine Medicine & Public Health Metastases Metastasis Morphology Mutation Neuroimaging Neuroradiology Radiology Radiomics Regression models Training Ultrasound
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