LO IACONO, FRANCESCA
LO IACONO, FRANCESCA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Radiomics-Based Machine Learning Approach for Coronary Stenosis Assessment from Coronary Computed Tomography Angiography
2024-01-01 Ronchetti, Francesca; Corti, Anna; Lo Iacono, Francesca; Chiesa, Mattia; Pontone, Gianluca; Colombo, Gualtiero; Corino, Valentina
A robust radiomic-based machine learning approach to detect cardiac amyloidosis using cardiac computed tomography
2023-01-01 Lo Iacono, Francesca; Maragna, Riccardo; Pontone, Gianluca; Corino, Valentina D A
Automated CAD-RADS scoring from multiplanar CCTA images using radiomics-driven machine learning
2025-01-01 Corti, Anna; Ronchetti, Francesca; Lo Iacono, Francesca; Chiesa, Mattia; Colombo, Gualtiero; Annoni, Andrea; Baggiano, Andrea; Carerj, Maria Ludovica; Del Torto, Alberico; Fazzari, Fabio; Formenti, Alberto; Junod, Daniele; Mancini, Maria Elisabetta; Maragna, Riccardo; Marchetti, Francesca; Sbordone, Francesco Paolo; Tassetti, Luigi; Volpe, Alessandra; Mushtaq, Saima; Corino, Valentina D A; Pontone, Gianluca
Beyond plaque segmentation: a combined radiomics-deep learning approach for automated CAD-RADS classification
2025-01-01 Lo Iacono, Francesca; Ronchetti, Francesca; Corti, Anna; Chiesa, Mattia; Pontone, Gianluca; Colombo, Gualtiero I; Corino, Valentina D A
Enhancing cardiovascular risk stratification: Radiomics of coronary plaque and perivascular adipose tissue – Current insights and future perspectives
2025-01-01 Corti, Anna; Lo Iacono, Francesca; Ronchetti, Francesca; Mushtaq, Saima; Pontone, Gianluca; Colombo, Gualtiero I.; Corino, Valentina
Identification of subclinical cardiac amyloidosis in aortic stenosis patients undergoing transaortic valve replacement using radiomic analysis of computed tomography myocardial texture
2023-01-01 Lo Iacono, Francesca; Maragna, Riccardo; Guglielmo, Marco; Chiesa, Mattia; Fusini, Laura; Annoni, Andrea; Babbaro, Mario; Baggiano, Andrea; Carerj, Maria Ludovica; Cilia, Francesco; Del Torto, Alberico; Formenti, Alberto; Mancini, Maria Elisabetta; Marchetti, Francesca; Muratori, Manuela; Mushtaq, Saima; Penso, Marco; Pirola, Sergio; Tassetti, Luigi; Volpe, Alessandra; Guaricci, Andrea Igoren; Fontana, Marianna; Tamborini, Gloria; Treibel, Thomas; Moon, James; Corino, Valentina D A; Pontone, Gianluca