Differentiation of glioblastoma from solitary brain metastases using radiomic machine-learning classifiers.
Sign Up to like & getrecommendations! Published in 2019 at "Cancer letters"
DOI: 10.1016/j.canlet.2019.02.054
Abstract: This study aimed to identify the optimal radiomic machine-learning classifier for differentiating glioblastoma (GBM) from solitary brain metastases (MET) preoperatively. Four hundred and twelve patients with solitary brain tumors (242 GBM and 170 solitary brain… read more here.
Keywords: brain metastases; machine learning; radiomic machine; brain ... See more keywords
Radiomic Machine Learning for Characterization of Prostate Lesions with MRI: Comparison to ADC Values.
Sign Up to like & getrecommendations! Published in 2018 at "Radiology"
DOI: 10.1148/radiol.2018173064
Abstract: Purpose To compare biparametric contrast-free radiomic machine learning (RML), mean apparent diffusion coefficient (ADC), and radiologist assessment for characterization of prostate lesions detected during prospective MRI interpretation. Materials and Methods This single-institution study included 316… read more here.
Keywords: machine learning; adc; prostate lesions; radiomic machine ... See more keywords