Marco Giannelli

10PUBLICATIONS
21CO-AUTHORS
Deep learningData structures and algorithmsCondensed matter imagingContext learningCancer diagnosis
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Publications (10)

|Jun 02, 2026
Denoising of low-dose chest computed tomography images using a U-net based convolutional autoencoder and transfer learning.

|Jan 03, 2025
Voxelwise characterization of noise for a clinical photon-counting CT scanner with a model-based iterative reconstruction algorithm.

Luigi Masturzo, Patrizio Barca, Luca De Masi

|Nov 12, 2024
Unsupervised clustering analysis-based characterization of spatial profiles of inaccuracy in apparent diffusion coefficient values with varying acquisition plan orientation and diffusion weighting gradient direction - a large multicenter phantom study.

Luca Fedeli, Matteo Benelli, Simone Busoni

|Jan 21, 2023
Collinearity and Dimensionality Reduction in Radiomics: Effect of Preprocessing Parameters in Hypertrophic Cardiomyopathy Magnetic Resonance T1 and T2 Mapping.

Chiara Marzi, Daniela Marfisi, Andrea Barucci

|Apr 23, 2022
Radiomic Applications on Digital Breast Tomosynthesis of BI-RADS Category 4 Calcifications Sent for Vacuum-Assisted Breast Biopsy.

Benedetta Favati, Rita Borgheresi, Marco Giannelli

|Mar 31, 2022
Radiomics of Patients with Locally Advanced Rectal Cancer: Effect of Preprocessing on Features Estimation from Computed Tomography Imaging.

Stefania Linsalata, Rita Borgheresi, Daniela Marfisi

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Frequent Collaborators

2 joint publications

Chiara Marzi

2 joint publications

Mario Mascalchi

2 joint publications

Stefano Diciotti

2 joint publications

Carlo Tessa