Multiparametric radiomics methods for breast cancer tissue characterization using radiological imaging

Background and purpose Multiparametric radiological imaging is vital for detection, characterization, and diagnosis of many different diseases. Radiomics provide quantitative metrics from radiological imaging that may infer potential biological meaning of the underlying tissue. However, current meth...

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Veröffentlicht in:	Breast cancer research and treatment 2020-04, Vol.180 (2), p.407-421
Hauptverfasser:	Parekh, Vishwa S., Jacobs, Michael A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adult Aged Aged, 80 and over Benign Breast - diagnostic imaging Breast - pathology Breast cancer Breast Neoplasms - diagnostic imaging Breast Neoplasms - pathology Cancer research Clinical Trial Datasets Diagnostic imaging Female Humans Image Interpretation, Computer-Assisted - methods Lesions Machine Learning Magnetic resonance imaging Medical colleges Medicine Medicine & Public Health Methods Middle Aged Multiparametric Magnetic Resonance Imaging - methods Oncology Radiology - standards Radiomics Retrospective Studies ROC Curve Young Adult
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