Giovanna Garzoni Miniaturist at the Savoy Court: Imaging and Materials Investigations to Discover the Painting Technique

by Marco Gargano, Matteo Interlenghi, Tiziana Cavaleri, Christian Salvatore, Nicola Ludwig, Isabella Castiglioni
Published 2023-02-01

A decision support system based on radiomics and machine learning to predict the risk of malignancy of ovarian masses from transvaginal ultrasonography and serum CA-125

by Valentina Chiappa, Matteo Interlenghi, Giorgio Bogani, Christian Salvatore, Francesca Bertolina, Giuseppe Sarpietro, Mauro Signorelli, Dominique Ronzulli, Isabella Castiglioni, Francesco Raspagliesi
Published 2021-07-01

A Decision Support System Based on BI-RADS and Radiomic Classifiers to Reduce False Positive Breast Calcifications at Digital Breast Tomosynthesis: A Preliminary Study

by Marco Alì, Natascha Claudia D’Amico, Matteo Interlenghi, Marina Maniglio, Deborah Fazzini, Simone Schiaffino, Christian Salvatore, Isabella Castiglioni, Sergio Papa
Published 2021-03-01

A Machine Learning Ensemble Based on Radiomics to Predict BI-RADS Category and Reduce the Biopsy Rate of Ultrasound-Detected Suspicious Breast Masses

by Matteo Interlenghi, Christian Salvatore, Veronica Magni, Gabriele Caldara, Elia Schiavon, Andrea Cozzi, Simone Schiaffino, Luca Alessandro Carbonaro, Isabella Castiglioni, Francesco Sardanelli
Published 2022-01-01

Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy

by Isabella Castiglioni, Davide Ippolito, Matteo Interlenghi, Caterina Beatrice Monti, Christian Salvatore, Simone Schiaffino, Annalisa Polidori, Davide Gandola, Cristina Messa, Francesco Sardanelli
Published 2021-02-01

Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease

by Loris Nanni, Matteo Interlenghi, Sheryl Brahnam, Christian Salvatore, Christian Salvatore, Sergio Papa, Raffaello Nemni, Isabella Castiglioni, Isabella Castiglioni, The Alzheimer's Disease Neuroimaging Initiative
Published 2020-11-01

Advanced Imaging Analysis in Prostate MRI: Building a Radiomic Signature to Predict Tumor Aggressiveness

by Anna Damascelli, Francesca Gallivanone, Giulia Cristel, Claudia Cava, Matteo Interlenghi, Antonio Esposito, Giorgio Brembilla, Alberto Briganti, Francesco Montorsi, Isabella Castiglioni, Francesco De Cobelli
Published 2021-03-01

A Combined Deep Learning System for Automatic Detection of “Bovine” Aortic Arch on Computed Tomography Scans

by Francesco Secchi, Matteo Interlenghi, Marco Alì, Elia Schiavon, Caterina Beatrice Monti, Davide Capra, Christian Salvatore, Isabella Castiglioni, Sergio Papa, Francesco Sardanelli, Massimiliano M. Marrocco-Trischitta
Published 2022-02-01

A Radiomic-Based Machine Learning System to Diagnose Age-Related Macular Degeneration from Ultra-Widefield Fundus Retinography

by Matteo Interlenghi, Giancarlo Sborgia, Alessandro Venturi, Rodolfo Sardone, Valentina Pastore, Giacomo Boscia, Luca Landini, Giacomo Scotti, Alfredo Niro, Federico Moscara, Luca Bandi, Christian Salvatore, Isabella Castiglioni
Published 2023-09-01

Artificial Intelligence Applied to Chest X-ray for Differential Diagnosis of COVID-19 Pneumonia

by Christian Salvatore, Matteo Interlenghi, Caterina B. Monti, Davide Ippolito, Davide Capra, Andrea Cozzi, Simone Schiaffino, Annalisa Polidori, Davide Gandola, Marco Alì, Isabella Castiglioni, Cristina Messa, Francesco Sardanelli
Published 2021-03-01

Using Radiomics and Machine Learning Applied to MRI to Predict Response to Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer

by Valentina Chiappa, Giorgio Bogani, Matteo Interlenghi, Giulia Vittori Antisari, Christian Salvatore, Lucia Zanchi, Manuela Ludovisi, Umberto Leone Roberti Maggiore, Giuseppina Calareso, Edward Haeusler, Francesco Raspagliesi, Isabella Castiglioni
Published 2023-10-01

Radiomics and Molecular Classification in Endometrial Cancer (The ROME Study): A Step Forward to a Simplified Precision Medicine

by Giorgio Bogani, Valentina Chiappa, Salvatore Lopez, Christian Salvatore, Matteo Interlenghi, Ottavia D’Oria, Andrea Giannini, Umberto Leone Roberti Maggiore, Giulia Chiarello, Simona Palladino, Ludovica Spano’ Bascio, Isabella Castiglioni, Francesco Raspagliesi
Published 2022-12-01

X-rays radiomics-based machine learning classification of atypical cartilaginous tumour and high-grade chondrosarcoma of long bonesResearch in context

by Salvatore Gitto, Alessio Annovazzi, Kitija Nulle, Matteo Interlenghi, Christian Salvatore, Vincenzo Anelli, Jacopo Baldi, Carmelo Messina, Domenico Albano, Filippo Di Luca, Elisabetta Armiraglio, Antonina Parafioriti, Alessandro Luzzati, Roberto Biagini, Isabella Castiglioni, Luca Maria Sconfienza
Published 2024-03-01