Publications by authors named "Giulia Colelli"

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Brain Magnetic Resonance Imaging Radiomic Signature and Machine Learning Model Prediction of Hepatic Encephalopathy in Adult Cirrhotic Patients.
Gianvincenzo Sparacia, Giulia Colelli, Giuseppe Parla, Giuseppe Mamone, Luigi Maruzzelli

Life (Basel)· February 2025

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Radiomics and machine learning applied to STIR sequence for prediction of quantitative parameters in facioscapulohumeral disease.
Giulia Colelli, Leonardo Barzaghi, Matteo Paoletti, Mauro Monforte, Niels Bergsland

Front Neurol· February 2023

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Deep learning for automatic segmentation of thigh and leg muscles.
Abramo Agosti, Enea Shaqiri, Matteo Paoletti, Francesca Solazzo, Niels Bergsland, Giulia Colelli

MAGMA· June 2022

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Texture analysis and machine learning to predict water T2 and fat fraction from non-quantitative MRI of thigh muscles in Facioscapulohumeral muscular dystrophy.
Paolo Florent Felisaz, Giulia Colelli, Elena Ballante, Francesca Solazzo, Matteo Paoletti

Eur J Radiol· January 2021

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