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Št. zadetkov: 3
ǂA ǂhybrid end-to-end approach integrating conditional random fields into CNNs for prostate cancer detection on MRI
Paulo Lapa, Mauro Castelli, Ivo Gonçalves, Evis Sala, Leonardo Rundo
Izvirni znanstveni članek
Oznake:
Prostate Cancer (PCa) is the most common oncological disease in Western men. Even though a growing effort has been carried out by the scientific community in recent years, accurate and reliable automated PCa detection methods on multiparametric Magnetic Resonance Imaging (mpMRI) are still a compelli ...
Leto: 2020 Vir: Ekonomska fakulteta (UL EF)
Three-dimensional MRI evaluation of the effect of bladder volume on prostate translocation and distortion
Žiga Snoj, Andrew B. Gill, Leonardo Rundo, Nikola Sushentsev, Tristan Barrett
Izvirni znanstveni članek
Oznake: prostate translocation;prostate distortion;gland deformation;bladder volume;magnetic resonance imaging;radiation therapy planning;
Leto: 2020 Vir: Onkološki inštitut Ljubljana (OI)
Impact of GAN-based lesion-focused medical image super-resolution on the robustness of radiomic features
Erick Costa de Farias, Christian Di Noia, Changhee Han, Evis Sala, Mauro Castelli, Leonardo Rundo
Izvirni znanstveni članek
Oznake:
Robust machine learning models based on radiomic features might allow for accurate diagnosis, prognosis, and medical decision-making. Unfortunately, the lack of standardized radiomic feature extraction has hampered their clinical use. Since the radiomic features tend to be afected by low voxel stati ...
Leto: 2021 Vir: Ekonomska fakulteta (UL EF)
Št. zadetkov: 3
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