Quantitative Ultrasound Image Analysis of Axillary Lymph Nodes to Diagnose Metastatic Involvement in Breast Cancer

This study aimed to assess the potential of state-of-the-art ultrasound analysis techniques to non-invasively diagnose axillary lymph nodes involvement in breast cancer. After exclusion criteria, 105 patients were selected from two different hospitals. The 118 lymph node ultrasound images taken from...

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Veröffentlicht in:	Ultrasound in medicine & biology 2019-11, Vol.45 (11), p.2932-2941
Hauptverfasser:	Coronado-Gutiérrez, David, Santamaría, Gorane, Ganau, Sergi, Bargalló, Xavier, Orlando, Stefania, Oliva-Brañas, M. Eulalia, Perez-Moreno, Alvaro, Burgos-Artizzu, Xavier P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Axillary lymph node Breast cancer Cancer metastasis Deep learning Image analysis Image biomarker Machine learning Quantitative ultrasound Ultrasound
Online-Zugang:	Volltext
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