CATTABRIGA, ARRIGO
CATTABRIGA, ARRIGO
DIPARTIMENTO DI SCIENZE MEDICHE E CHIRURGICHE
Dottorandi
An Apparent Diffusion Coefficient-based machine learning model can improve Prostate Cancer detection in the grey area of the PI-RADS 3 category: a single-centre experience
2023 Caterina Gaudiano, Margherita Mottola, Lorenzo Bianchi, Beniamino Corcioni, Lorenzo Braccischi, Makoto Taninokuchi Tomassoni, Arrigo Cattabriga, Maria Adriana Cocozza, Francesca Giunchi, Riccardo Schiavina, Stefano Fanti, Michelangelo Fiorentino, Eugenio Brunocilla, Cristina Mosconi, Alessandro Bevilacqua
Beyond multiparametric MRI and towards radiomics to detect prostate cancer: A machine learning model to predict clinically significant lesions
2023 Bianchi Lorenzo, Gaudiano Caterina, Mottola Margherita, Corcioni Beniamino, Droghetti Matteo, Cattabriga Arrigo, Cocozza Maria Adriana, Palmeri Antonino, Coppola Francesca, Giunchi Francesca, Schiavina Riccardo, Fiorentino Michelangelo, Brunocilla Eugenio, Golfieri RIta, Bevilacqua Alessandro
Beyond multiparametric MRI and towards radiomics to detect prostate cancer: A machine learning model to predict clinically significant lesions
2023 Bianchi, L; Gaudiano, C; Mottola, M; Corcioni, B; Tonin, E; Droghetti, M; Cattabriga, A; Cocozza, MA; Palmeri, A; Coppola, F; Giunchi, F; Schiavina, R; Fiorentino, M; Brunocilla, E; Golfieri, R; Bevilacqua, A
Machine Learning Pipeline for the Automated Prediction of MicrovascularInvasion in HepatocellularCarcinomas
2023 Biondi R.; Renzulli M.; Golfieri R.; Curti N.; Carlini G.; Sala C.; Giampieri E.; Remondini D.; Vara G.; Cattabriga A.; Cocozza M.A.; Pastore L.V.; Brandi N.; Palmeri A.; Scarpetti L.; Tanzarella G.; Cescon M.; Ravaioli M.; Castellani G.; Coppola F.
Radiomic Features from Post-Operative 18F-FDG PET/CT and CT Imaging Associated with Locally Recurrent Rectal Cancer: Preliminary Findings
2023 Dajana Cuicchi, Margherita Mottola, Paolo Castellucci, Alessandro Bevilacqua, Arrigo Cattabriga, Maria Adriana Cocozza, Stefano Cardelli, Gerti Dajti, Susanna Mattoni, Rita Golfieri, Stefano Fanti, Alberta Cappelli, Francesca Coppola, Gilberto Poggioli
3D Patient-Specific Virtual Models for Presurgical Planning in Patients with Recto-Sigmoid Endometriosis Nodules: A Pilot Study
2022 Borghese G.; Coppola F.; Raimondo D.; Raffone A.; Travaglino A.; Bortolani B.; Lo Monaco S.; Cercenelli L.; Maletta M.; Cattabriga A.; Casadio P.; Mollo A.; Golfieri R.; Paradisi R.; Marcelli E.; Seracchioli R.
Automated Prediction of the Response to Neoadjuvant Chemoradiotherapy in Patients Affected by Rectal Cancer
2022 Giuseppe Filitto; Francesca Coppola; Nico Curti; Enrico Giampieri; Daniele Dall'Olio; Alessandra Merlotti; Arrigo Cattabriga; Maria Adriana Cocozza; Makoto Taninokuchi Tomassoni; Daniel Remondini; Luisa Pierotti; Lidia Strigari; Dajana Cuicchi; Alessandra Guido; Karim Rihawi; Antonietta D???Errico; Francesca Di Fabio; Gilberto Poggioli; Alessio Giuseppe Morganti; Luigi Ricciardiello; Rita Golfieri; Gastone Castellani
Automatically extracted machine learning features from preoperative CT to early predict microvascular invasion in HCC: the role of the Zone of Transition (ZOT)
2022 Matteo Renzulli, Margherita Mottola, Francesca Coppola, Maria Adriana Cocozza, Silvia Malavasi, Arrigo Cattabriga, Giulio Vara, Matteo Ravaioli, Matteo Cescon, Francesco Vasuri, Rita Golfieri, Alessandro Bevilacqua
Automatically Extracted Machine Learning Features from Preoperative CT to Early Predict Microvascular Invasion in HCC: The Role of the Zone of Transition (ZOT)
2022 Renzulli M.; Mottola M.; Coppola F.; Cocozza M.A.; Malavasi S.; Cattabriga A.; Vara G.; Ravaioli M.; Cescon M.; Vasuri F.; Golfieri R.; Bevilacqua A.
Beyond Multiparametric MRI and towards Radiomics to Detect Prostate Cancer: A Machine Learning Model to Predict Clinically Significant Lesions
2022 Gaudiano, Caterina; Mottola, Margherita; Bianchi, Lorenzo; Corcioni, Beniamino; Cattabriga, Arrigo; Cocozza, Maria Adriana; Palmeri, Antonino; Coppola, Francesca; Giunchi, Francesca; Schiavina, Riccardo; Fiorentino, Michelangelo; Brunocilla, Eugenio; Golfieri, Rita; Bevilacqua, Alessandro
Dynamic FDG PET/CT on bladder paraganglioma: A case report
2022 Taninokuchi Tomassoni, Makoto; Cattabriga, Arrigo; Gaudiano, Caterina; Ciccarese, Federica; Corcioni, Beniamino; Bianchi, Lorenzo; Schiavina, Riccardo; Brunocilla, Eugenio; Golfieri, Rita
Classification performance for covid patient prognosis from automatic ai segmentation—a single-center study
2021 Biondi R.; Curti N.; Coppola F.; Giampieri E.; Vara G.; Bartoletti M.; Cattabriga A.; Cocozza M.A.; Ciccarese F.; De Benedittis C.; Cercenelli L.; Bortolani B.; Marcelli E.; Pierotti L.; Strigari L.; Viale P.; Golfieri R.; Castellani G.
Heterogeneity of skewness in T2w-MR images of locally advanced rectal cancer relates with response to neoadjuvant chemoradiotherapy
2021 Alessandro Bevilacqua, Francesca Coppola, Margherita Mottola, Silvia Lo Monaco, Arrigo Cattabriga, Alessandra Guido, F. Di Fabio, Luigi Ricciardiello, Rita Golfieri
Human, All Too Human? An All-Around Appraisal of the “Artificial Intelligence Revolution” in Medical Imaging
2021 Francesca Coppola, Lorenzo Faggioni, Michela Gabelloni, Fabrizio De Vietro, Vincenzo Mendola, Arrigo Cattabriga, Maria Adriana Cocozza, Giulio Vara, Alberto Piccinino, Silvia Lo Monaco, Luigi Vincenzo Pastore, Margherita Mottola, Silvia Malavasi, Alessandro Bevilacqua, Emanuele Neri, Rita Golfieri
Locally advanced rectal cancer: T2w-MRI-based radiomics may detect responder patients undergoing neoadjuvant chemoradiotherapy
2021 Alessandro. Bevilacqua, Francesca Coppola, Margherita Mottola, Silvia Lo Monaco, Arrigo Cattabriga, Maria Adriana Cocozza, Dajana Cuicchi, Luigi Ricciardiello, Rita Golfieri
Radiomics and magnetic resonance imaging of rectal cancer: From engineering to clinical practice
2021 Coppola F.; Giannini V.; Gabelloni M.; Panic J.; Defeudis A.; Lo Monaco S.; Cattabriga A.; Cocozza M.A.; Pastore L.V.; Polici M.; Caruso D.; Laghi A.; Regge D.; Neri E.; Golfieri R.; Faggioni L.
The Heterogeneity of Skewness in T2W-Based Radiomics Predicts the Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer
2021 Francesca Coppola, Margherita Mottola, Silvia Lo Monaco, Arrigo Cattabriga, Maria Adriana Cocozza, Jia Cheng Yuan, Caterina De Benedittis, Dajana Cuicchi, Alessandra Guido, Fabiola Lorena Rojas Llimpe, Antonietta D’Errico, Andrea Ardizzoni, Gilberto Poggioli, Lidia Strigari, Alessio Giuseppe Morganti, Franco Bazzoli, Luigi Ricciardiello, Rita Golfieri, Alessandro Bevilacqua
Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
2020 Cattabriga A.; Cocozza M.A.; Vara G.; Coppola F.; Golfieri R.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| An Apparent Diffusion Coefficient-based machine learning model can improve Prostate Cancer detection in the grey area of the PI-RADS 3 category: a single-centre experience | Caterina Gaudiano, Margherita Mottola, Lorenzo Bianchi, Beniamino Corcioni, Lorenzo Braccischi, M...akoto Taninokuchi Tomassoni, Arrigo Cattabriga, Maria Adriana Cocozza, Francesca Giunchi, Riccardo Schiavina, Stefano Fanti, Michelangelo Fiorentino, Eugenio Brunocilla, Cristina Mosconi, Alessandro Bevilacqua | 2023-01-01 | CANCERS | - | 1.01 Articolo in rivista | Bevilacqua - An Apparent Diffusion Coefficient-Based Machine Learning.2023.pdf |
| Beyond multiparametric MRI and towards radiomics to detect prostate cancer: A machine learning model to predict clinically significant lesions | Bianchi Lorenzo, Gaudiano Caterina, Mottola Margherita, Corcioni Beniamino, Droghetti Matteo, Cat...tabriga Arrigo, Cocozza Maria Adriana, Palmeri Antonino, Coppola Francesca, Giunchi Francesca, Schiavina Riccardo, Fiorentino Michelangelo, Brunocilla Eugenio, Golfieri RIta, Bevilacqua Alessandro | 2023-01-01 | EUROPEAN UROLOGY | - | 1.06 Abstract in rivista | - |
| Beyond multiparametric MRI and towards radiomics to detect prostate cancer: A machine learning model to predict clinically significant lesions | Bianchi, L; Gaudiano, C; Mottola, M; Corcioni, B; Tonin, E; Droghetti, M; Cattabriga, A; Cocozza,... MA; Palmeri, A; Coppola, F; Giunchi, F; Schiavina, R; Fiorentino, M; Brunocilla, E; Golfieri, R; Bevilacqua, A | 2023-01-01 | EUROPEAN UROLOGY | - | 1.06 Abstract in rivista | - |
| Machine Learning Pipeline for the Automated Prediction of MicrovascularInvasion in HepatocellularCarcinomas | Biondi R.; Renzulli M.; Golfieri R.; Curti N.; Carlini G.; Sala C.; Giampieri E.; Remondini D.; V...ara G.; Cattabriga A.; Cocozza M.A.; Pastore L.V.; Brandi N.; Palmeri A.; Scarpetti L.; Tanzarella G.; Cescon M.; Ravaioli M.; Castellani G.; Coppola F. | 2023-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | applsci-13-01371_red.pdf |
| Radiomic Features from Post-Operative 18F-FDG PET/CT and CT Imaging Associated with Locally Recurrent Rectal Cancer: Preliminary Findings | Dajana Cuicchi, Margherita Mottola, Paolo Castellucci, Alessandro Bevilacqua, Arrigo Cattabriga, ...Maria Adriana Cocozza, Stefano Cardelli, Gerti Dajti, Susanna Mattoni, Rita Golfieri, Stefano Fanti, Alberta Cappelli, Francesca Coppola, Gilberto Poggioli | 2023-01-01 | JOURNAL OF CLINICAL MEDICINE | - | 1.01 Articolo in rivista | jcm-12-02058 (1).pdf |
| 3D Patient-Specific Virtual Models for Presurgical Planning in Patients with Recto-Sigmoid Endometriosis Nodules: A Pilot Study | Borghese G.; Coppola F.; Raimondo D.; Raffone A.; Travaglino A.; Bortolani B.; Lo Monaco S.; Cerc...enelli L.; Maletta M.; Cattabriga A.; Casadio P.; Mollo A.; Golfieri R.; Paradisi R.; Marcelli E.; Seracchioli R. | 2022-01-01 | MEDICINA | - | 1.01 Articolo in rivista | 3D Patient-Specific Virtual_Borghese_2022.pdf; medicina-58-00086-s001 (1).zip |
| Automated Prediction of the Response to Neoadjuvant Chemoradiotherapy in Patients Affected by Rectal Cancer | Giuseppe Filitto; Francesca Coppola; Nico Curti; Enrico Giampieri; Daniele Dall'Olio; Alessandra ...Merlotti; Arrigo Cattabriga; Maria Adriana Cocozza; Makoto Taninokuchi Tomassoni; Daniel Remondini; Luisa Pierotti; Lidia Strigari; Dajana Cuicchi; Alessandra Guido; Karim Rihawi; Antonietta D???Errico; Francesca Di Fabio; Gilberto Poggioli; Alessio Giuseppe Morganti; Luigi Ricciardiello; Rita Golfieri; Gastone Castellani | 2022-01-01 | CANCERS | - | 1.01 Articolo in rivista | cancers-14-02231-v3.pdf |
| Automatically extracted machine learning features from preoperative CT to early predict microvascular invasion in HCC: the role of the Zone of Transition (ZOT) | Matteo Renzulli, Margherita Mottola, Francesca Coppola, Maria Adriana Cocozza, Silvia Malavasi, A...rrigo Cattabriga, Giulio Vara, Matteo Ravaioli, Matteo Cescon, Francesco Vasuri, Rita Golfieri, Alessandro Bevilacqua | 2022-01-01 | CANCERS | - | 1.01 Articolo in rivista | Automatically Extracted Machine Learning Features.pdf; cancers-14-01816-s001 (1).zip |
| Automatically Extracted Machine Learning Features from Preoperative CT to Early Predict Microvascular Invasion in HCC: The Role of the Zone of Transition (ZOT) | Renzulli M.; Mottola M.; Coppola F.; Cocozza M.A.; Malavasi S.; Cattabriga A.; Vara G.; Ravaioli ...M.; Cescon M.; Vasuri F.; Golfieri R.; Bevilacqua A. | 2022-01-01 | CANCERS | - | 1.01 Articolo in rivista | BEVILACQUA 2022-CANCERS-Automatically extracted machine learning.pdf |
| Beyond Multiparametric MRI and towards Radiomics to Detect Prostate Cancer: A Machine Learning Model to Predict Clinically Significant Lesions | Gaudiano, Caterina; Mottola, Margherita; Bianchi, Lorenzo; Corcioni, Beniamino; Cattabriga, Arrig...o; Cocozza, Maria Adriana; Palmeri, Antonino; Coppola, Francesca; Giunchi, Francesca; Schiavina, Riccardo; Fiorentino, Michelangelo; Brunocilla, Eugenio; Golfieri, Rita; Bevilacqua, Alessandro | 2022-01-01 | CANCERS | - | 1.01 Articolo in rivista | 2022_CANCERS-Beyond Multiparametric MRI and towards Radiomics.pdf |
| Dynamic FDG PET/CT on bladder paraganglioma: A case report | Taninokuchi Tomassoni, Makoto; Cattabriga, Arrigo; Gaudiano, Caterina; Ciccarese, Federica; Corci...oni, Beniamino; Bianchi, Lorenzo; Schiavina, Riccardo; Brunocilla, Eugenio; Golfieri, Rita | 2022-01-01 | FRONTIERS IN MEDICINE | - | 1.01 Articolo in rivista | - |
| Classification performance for covid patient prognosis from automatic ai segmentation—a single-center study | Biondi R.; Curti N.; Coppola F.; Giampieri E.; Vara G.; Bartoletti M.; Cattabriga A.; Cocozza M.A....; Ciccarese F.; De Benedittis C.; Cercenelli L.; Bortolani B.; Marcelli E.; Pierotti L.; Strigari L.; Viale P.; Golfieri R.; Castellani G. | 2021-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | 12.Biondi-Classification Performance for COVID Patients.pdf; applsci-11-05438-s001.zip |
| Heterogeneity of skewness in T2w-MR images of locally advanced rectal cancer relates with response to neoadjuvant chemoradiotherapy | Alessandro Bevilacqua, Francesca Coppola, Margherita Mottola, Silvia Lo Monaco, Arrigo Cattabriga..., Alessandra Guido, F. Di Fabio, Luigi Ricciardiello, Rita Golfieri | 2021-01-01 | INSIGHTS INTO IMAGING | - | 4.02 Riassunto (Abstract) | - |
| Human, All Too Human? An All-Around Appraisal of the “Artificial Intelligence Revolution” in Medical Imaging | Francesca Coppola, Lorenzo Faggioni, Michela Gabelloni, Fabrizio De Vietro, Vincenzo Mendola, Arr...igo Cattabriga, Maria Adriana Cocozza, Giulio Vara, Alberto Piccinino, Silvia Lo Monaco, Luigi Vincenzo Pastore, Margherita Mottola, Silvia Malavasi, Alessandro Bevilacqua, Emanuele Neri, Rita Golfieri | 2021-01-01 | FRONTIERS IN PSYCHOLOGY | - | 1.01 Articolo in rivista | fpsyg-12-710982.pdf |
| Locally advanced rectal cancer: T2w-MRI-based radiomics may detect responder patients undergoing neoadjuvant chemoradiotherapy | Alessandro. Bevilacqua, Francesca Coppola, Margherita Mottola, Silvia Lo Monaco, Arrigo Cattabrig...a, Maria Adriana Cocozza, Dajana Cuicchi, Luigi Ricciardiello, Rita Golfieri | 2021-01-01 | INSIGHTS INTO IMAGING | - | 4.02 Riassunto (Abstract) | - |
| Radiomics and magnetic resonance imaging of rectal cancer: From engineering to clinical practice | Coppola F.; Giannini V.; Gabelloni M.; Panic J.; Defeudis A.; Lo Monaco S.; Cattabriga A.; Cocozz...a M.A.; Pastore L.V.; Polici M.; Caruso D.; Laghi A.; Regge D.; Neri E.; Golfieri R.; Faggioni L. | 2021-01-01 | DIAGNOSTICS | - | 1.01 Articolo in rivista | 50.Coppola-Radiomics and Magnetic Resonance Imaging of Rectal Cancer.pdf |
| The Heterogeneity of Skewness in T2W-Based Radiomics Predicts the Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer | Francesca Coppola, Margherita Mottola, Silvia Lo Monaco, Arrigo Cattabriga, Maria Adriana Cocozza..., Jia Cheng Yuan, Caterina De Benedittis, Dajana Cuicchi, Alessandra Guido, Fabiola Lorena Rojas Llimpe, Antonietta D’Errico, Andrea Ardizzoni, Gilberto Poggioli, Lidia Strigari, Alessio Giuseppe Morganti, Franco Bazzoli, Luigi Ricciardiello, Rita Golfieri, Alessandro Bevilacqua | 2021-01-01 | DIAGNOSTICS | - | 1.01 Articolo in rivista | diagnostics-11-00795.pdf |
| Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia | Cattabriga A.; Cocozza M.A.; Vara G.; Coppola F.; Golfieri R. | 2020-01-01 | JOURNAL OF VISUALIZED EXPERIMENTS | - | 1.01 Articolo in rivista | - |