Marco Giannelli

According to our database, Marco Giannelli authored at least 6 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Optimized U-Net Convolutional Autoencoder for Low-Dose CT Denoising: Technical Improvements and Clinical Validation.

Simone Damiani, Patrizio Barca, Marco Giannelli, Francesca Lizzi, Emanuele Neri, Alessandra Retico, Chiara Romei, Camilla Scapicchio, Maria Irene Tenerani, Antonio Traino, Arman Zafaranchi, Maria Evelina Fantacci

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

2022

Efficacy of MRI data harmonization in the age of machine learning. A multicenter study across 36 datasets.

Chiara Marzi, Marco Giannelli, Andrea Barucci, Carlo Tessa, Mario Mascalchi, Stefano Diciotti

CoRR, 2022

2021

Fractal Analysis of MRI Data at 7 T: How Much Complex Is the Cerebral Cortex?

Chiara Marzi, Marco Giannelli, Carlo Tessa, Mario Mascalchi, Stefano Diciotti

IEEE Access, 2021

2017

Evaluation of the Imaging Properties of a CT Scanner with the Adaptive Statistical Iterative Reconstruction Algorithm - Noise, Contrast and Spatial Resolution Properties of CT Images Reconstructed at Different Blending Levels.

Patrizio Barca, Marco Giannelli, Maria Evelina Fantacci, Davide Caramella

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 1: BIODEVICES, Porto, 2017

2016

Distribution-aware estimation of the minimum achievable uncertainty in diffusion-tensor imaging (DTI).

Andrea Duggento, Marco Giannelli, Carlo Tessa, Simona Lanzafame, Maria Guerrisi, Nicola Toschi

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2012

Identification of Mild Alzheimer's Disease through automated classification of structural MRI features.

Stefano Diciotti, Andrea Ginestroni, Valentina Bessi, Marco Giannelli, Carlo Tessa, Laura Bracco, Mario Mascalchi, Nicola Toschi

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012