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Brain metastases detection on MR by means of three-dimensional tumor-appearance template matching

Pérez-Ramírez, María Úrsula; Arana Fernandez de Moya, Estanislao; Moratal Pérez, David (Wiley, 2016-09)

PurposeTo develop and evaluate a method for an automatic detection of brain metastases in MR images. Materials and MethodsNineteen patients were scanned using a 1.5 Tesla MR scanner. Two radiologists and a radiation ...
Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI

Larroza-Santacruz, Andrés; Moratal, David; Paredes Sánchez, Alexandra; Soria-Olivas, E; Chust-Vicente, Maria Luisa; Arribas, LA; Arana Fernandez de Moya, Estanislao (John Wiley & Sons, 2015)

[EN] ConclusionHigh classification accuracy (AUC>0.9) was obtained using texture features and a support vector machine classifier in an approach based on conventional MRI to differentiate between brain metastasis and ...

Mostrando ítems 1-2 de 2