COCOZZA, MARIA ADRIANA
COCOZZA, MARIA ADRIANA
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
An unusual spontaneous recanalization by multiple palmar arteriovenous connections of a chronically occluded radiocephalic hemodialysis fistula
2022 Cacioppa, Laura Maria; De Cinque, Antonio; Cocozza, Maria Adriana; Galaverni, Maria Cristina; Scrivo, Anna; La Manna, Gaetano; Ierardi, Anna Maria; Renzulli, Matteo; Golfieri, Rita
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
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
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
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
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.
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
Improved Survival after Transarterial Radioembolisation for Hepatocellular Carcinoma Gives the Procedure Added Value
2022 Mosconi C.; Cappelli A.; Pettinato C.; Cocozza M.A.; Vara G.; Terzi E.; Morelli M.C.; Lodi Rizzini E.; Renzulli M.; Modestino F.; Serenari M.; Bonfiglioli R.; Calderoni L.; Tabacchi E.; Cescon M.; Morganti A.G.; Trevisani F.; Piscaglia F.; Fanti S.; Strigari L.; Cucchetti A.; Golfieri R.
Interventional Radiological Management and Prevention of Complications after Pancreatic Surgery: Drainage, Embolization and Islet Auto-Transplantation
2022 Mosconi C.; Cocozza M.A.; Piacentino F.; Fontana F.; Cappelli A.; Modestino F.; Coppola A.; Palumbo D.; Marra P.; Maffi P.; Piemonti L.; Secchi A.; Ricci C.; Casadei R.; Balzano G.; Falconi M.; Carcano G.; Basile A.; Ierardi A.M.; Carrafiello G.; De Cobelli F.; Golfieri R.; Venturini M.
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
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.
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.
Magnetic Resonance Enterography Reinvented: Exploring the Potential of a New Natural Beverage as an Alternative to Polyethylene Glycol Solution
2023 Renzulli M.; Cocozza M.A.; Biselli M.; Cattabriga A.; Brandi N.; Giannone F.A.; Storchi M.; Gionchetti P.; Poggioli G.; Laureti S.; Golfieri R.; Cappelli A.
Prognostic value of integrated morphofunctional imaging methods in inoperable intrahepatic cholangiocarcinoma
2023 Nanni C.; Mosconi C.; Dragonetti V.; Barakat M.; Fraccascia N.; Cocozza M.A.; Brocchi S.; Palloni A.; Paccapelo A.; Brandi G.; Fanti S.
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
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
| 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 |
| An unusual spontaneous recanalization by multiple palmar arteriovenous connections of a chronically occluded radiocephalic hemodialysis fistula | Cacioppa, Laura Maria; De Cinque, Antonio; Cocozza, Maria Adriana; Galaverni, Maria Cristina; Scr...ivo, Anna; La Manna, Gaetano; Ierardi, Anna Maria; Renzulli, Matteo; Golfieri, Rita | 2022-01-01 | JOURNAL OF VASCULAR ACCESS | - | 1.01 Articolo in rivista | 21. Cacioppa_An unusual spontaneous recanalization by multiple palmar arteriovenous connections of a chronically occluded radiocephalic hemodialysis fistula.pdf |
| 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 | 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 | - |
| 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 | 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 |
| 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 |
| 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 |
| Improved Survival after Transarterial Radioembolisation for Hepatocellular Carcinoma Gives the Procedure Added Value | Mosconi C.; Cappelli A.; Pettinato C.; Cocozza M.A.; Vara G.; Terzi E.; Morelli M.C.; Lodi Rizzin...i E.; Renzulli M.; Modestino F.; Serenari M.; Bonfiglioli R.; Calderoni L.; Tabacchi E.; Cescon M.; Morganti A.G.; Trevisani F.; Piscaglia F.; Fanti S.; Strigari L.; Cucchetti A.; Golfieri R. | 2022-01-01 | JOURNAL OF CLINICAL MEDICINE | - | 1.01 Articolo in rivista | jcm-11-07469.pdf |
| Interventional Radiological Management and Prevention of Complications after Pancreatic Surgery: Drainage, Embolization and Islet Auto-Transplantation | Mosconi C.; Cocozza M.A.; Piacentino F.; Fontana F.; Cappelli A.; Modestino F.; Coppola A.; Palum...bo D.; Marra P.; Maffi P.; Piemonti L.; Secchi A.; Ricci C.; Casadei R.; Balzano G.; Falconi M.; Carcano G.; Basile A.; Ierardi A.M.; Carrafiello G.; De Cobelli F.; Golfieri R.; Venturini M. | 2022-01-01 | JOURNAL OF CLINICAL MEDICINE | - | 1.01 Articolo in rivista | Mosconi_JCM_2022.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) | - |
| 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 | - |
| 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 |
| Magnetic Resonance Enterography Reinvented: Exploring the Potential of a New Natural Beverage as an Alternative to Polyethylene Glycol Solution | Renzulli M.; Cocozza M.A.; Biselli M.; Cattabriga A.; Brandi N.; Giannone F.A.; Storchi M.; Gionc...hetti P.; Poggioli G.; Laureti S.; Golfieri R.; Cappelli A. | 2023-01-01 | GASTROENTEROLOGY INSIGHTS | - | 1.01 Articolo in rivista | gastroent-14-00023.pdf |
| Prognostic value of integrated morphofunctional imaging methods in inoperable intrahepatic cholangiocarcinoma | Nanni C.; Mosconi C.; Dragonetti V.; Barakat M.; Fraccascia N.; Cocozza M.A.; Brocchi S.; Palloni... A.; Paccapelo A.; Brandi G.; Fanti S. | 2023-01-01 | FRONTIERS IN MEDICINE | - | 1.01 Articolo in rivista | fmed-10-1204717.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 |
| 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 |