Výsledky vyhledávání - "RUSSO, CARLO"

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Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction

Autor: Russo, Carlo, Liu, Sidong, Di Ieva, Antonio

Pre-processing and Data Augmentation play an important role in Deep Convolutional Neural Networks (DCNN). Whereby several methods aim for standardization and augmentation of the dataset, we here propose a novel method aimed to feed DCNN with spherica

Externí odkaz: http://arxiv.org/abs/2010.13967

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Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI

Autor: Russo, Carlo, Liu, Sidong, Di Ieva, Antonio

Magnetic Resonance Imaging (MRI) is used in everyday clinical practice to assess brain tumors. Several automatic or semi-automatic segmentation algorithms have been introduced to segment brain tumors and achieve an expert-like accuracy. Deep Convolut

Externí odkaz: http://arxiv.org/abs/2008.07090

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