Gatta, Roberto
Radiomics to predict immunotherapy efficacy in advanced renal cell carcinoma: A retrospective study
2023 Rossi, Ernesto; Boldrini, Luca; Maratta, Maria Grazia; Gatta, Roberto; Votta, Claudio; Tortora, Giampaolo; Schinzari, Giovanni
18F-Fluoroethylcholine PET/CT Radiomic Analysis for Newly Diagnosed Prostate Cancer Patients: A Monocentric Study
2022 Pizzuto, Daniele Antonio; Triumbari, Elizabeth Katherine Anna; Morland, David; Boldrini, Luca; Gatta, Roberto; Treglia, Giorgio; Bientinesi, Riccardo; De Summa, Marco; De Risi, Marina; Caldarella, Carmelo; Scarciglia, Eros; Totaro, Angelo; Annunziata, Salvatore
A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer
2021 Cusumano, Davide; Meijer, G.; Lenkowicz, Jacopo; Chiloiro, Giuditta; Boldrini, Luca; Masciocchi, Carlotta; Dinapoli, Nicola; Gatta, Roberto; Casa, C.; Damiani, Andrea; Barbaro, B.; Gambacorta, Maria Antonietta; Azario, Luigi; De Spirito, M.; Intven, M.; Valentini, Vincenzo
A new standardized data collection system for brain stereotactic external radiotherapy: The PRE.M.I.S.E project
2020 Chiesa, Silvia; Tolu, B.; Longo, Silvia; Nardiello, B.; Capocchiano, Nikola Dino; Rea, F.; Capone, L.; Stimato, Gerardina; Gatta, Roberto; Pacchiarotti, Alessandro; Massaccesi, Mariangela; Minniti, G.; Cellini, Francesco; Damiani, Andrea; Balducci, Mario; Gentile, P.; Valentini, Vincenzo; Bianciardi, F.
Exploring technical issues in personalized medicine: NSCLC survival prediction by quantitative image analysis-usefulness of density correction of volumetric CT data
2020 Farchione, Alessandra; Larici, Anna Rita; Masciocchi, Carlotta; Cicchetti, Giuseppe; Congedo, Maria Teresa; Franchi, Paola; Gatta, Roberto; Lo Cicero, Stefano; Valentini, Vincenzo; Bonomo, Lorenzo; Manfredi, Riccardo
The image biomarker standardization initiative: Standardized quantitative radiomics for high-throughput image-based phenotyping
2020 Zwanenburg, A.; Vallieres, M.; Abdalah, M. A.; Aerts, H. J. W. L.; Andrearczyk, V.; Apte, A.; Ashrafinia, S.; Bakas, S.; Beukinga, R. J.; Boellaard, R.; Bogowicz, M.; Boldrini, Luca; Buvat, I.; Cook, G. J. R.; Davatzikos, C.; Depeursinge, A.; Desseroit, M. -C.; Dinapoli, Nicola; Dinh, C. V.; Echegaray, S.; El Naqa, I.; Fedorov, A. Y.; Gatta, Roberto; Gillies, R. J.; Goh, V.; Gotz, M.; Guckenberger, M.; Ha, S. M.; Hatt, M.; Isensee, F.; Lambin, P.; Leger, S.; Leijenaar, R. T. H.; Lenkowicz, Jacopo; Lippert, F.; Losnegard, A.; Maier-Hein, K. H.; Morin, O.; Muller, H.; Napel, S.; Nioche, C.; Orlhac, F.; Pati, S.; Pfaehler, E. A. G.; Rahmim, A.; Rao, A. U. K.; Scherer, J.; Siddique, M. M.; Sijtsema, N. M.; Socarras Fernandez, J.; Spezi, E.; Steenbakkers, R. J. H. M.; Tanadini-Lang, S.; Thorwarth, D.; Troost, E. G. C.; Upadhaya, T.; Valentini, Vincenzo; van Dijk, L. V.; van Griethuysen, J.; van Velden, F. H. P.; Whybra, P.; Richter, C.; Lock, S.
On the feasibility of distributed process mining in healthcare
2019 Gatta, Roberto; Vallati, M.; Lenkowicz, Jacopo; Masciocchi, Carlotta; Cellini, Francesco; Boldrini, Luca; Llatas, C. F.; Valentini, Vincenzo; Damiani, Andrea
Towards a modular decision support system for radiomics: A case study on rectal cancer
2019 Gatta, Roberto; Vallati, Mauro; Dinapoli, Nicola; Masciocchi, Carlotta; Lenkowicz, Jacopo; Cusumano, Davide; Casa', Calogero; Farchione, Alessandra; Damiani, Andrea; van Soest, Johan; Dekker, Andre; Valentini, Vincenzo
Assessing the conformity to clinical guidelines in oncology: An example for the multidisciplinary management of locally advanced colorectal cancer treatment
2018 Lenkowicz, J.; Gatta, R.; Masciocchi, C.; Casa, C.; Cellini, F.; Damiani, A.; Dinapoli, N.; Valentini, V.
Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer
2018 Cusumano, Davide; Dinapoli, Nicola; Boldrini, Luca; Chiloiro, Giuditta; Gatta, Roberto; Masciocchi, Carlotta; Lenkowicz, Jacopo; Casa', Calogero; Damiani, Andrea; Azario, Luigi; van Soest, Johan; Dekker, Andre; Lambin, Philippe; De Spirito, Marco; Valentini, Vincenzo
Magnetic Resonance, Vendor-independent, Intensity Histogram Analysis Predicting Pathologic Complete Response After Radiochemotherapy of Rectal Cancer
2018 Dinapoli, Nicola; Barbaro, Brunella; Gatta, Roberto; Chiloiro, Giuditta; Casa', Calogero; Masciocchi, Carlotta; Damiani, Andrea; Boldrini, Luca; Gambacorta, Maria Antonietta; Dezio, Michele; Mattiucci, Gian Carlo; Balducci, Mario; van Soest, Johan; Dekker, Andre; Lambin, Philippe; Fiorino, Claudio; Sini, Carla; De Cobelli, Francesco; Di Muzio, Nadia; Gumina, Calogero; Passoni, Paolo; Manfredi, Riccardo; Valentini, Vincenzo
Multidisciplinary Management of Rectal Cancer: Questions and Answers
2018 Meldolesi, Elisa; Cellini, Francesco; Chiloiro, Giuditta; Damiani, Andrea; Gatta, Roberto; Gambacorta, Maria Antonietta; Valentini, Vincenzo
P04.90 Observational prospective multi-centric study of delta radiomics Features Analysis for the prediction of patients outcomes in GLIoblastoma multifome: GLI.F.A. Project
2018 Lupattelli, M; Chiesa, Silvia; Beghella Bartoli, F; Palumbo, I; Gatta, Roberto; Tarducci, R; Dinapoli, Nicola; Balducci, Mario; Aristei, Cynthia; Valentini, Vincenzo
Development and validation of a machine learning-based predictive model to improve the prediction of inguinal status of anal cancer patients: A preliminary report
2017 De Bari, Berardino; Vallati, Mauro; Gatta, Roberto; Lestrade, Laëtitia; Manfrida, Stefania; Carrie, Christian; Valentini, Vincenzo
Development and validation of a machine learning-based predictive model to improve the prediction of inguinal status of anal cancer patients: a preliminary report
2017 De Bari, Berardino; Vallati, Mauro; Gatta, Roberto; Lestrade, Laëtitia; Manfrida, Stefania; Carrie, Christian; Valentini, Vincenzo
PRODIGE: PRediction models in prOstate cancer for personalized meDIcine challenGE
2017 Alitto, Anna Rita; Gatta, Roberto; Vanneste, Bgl; Vallati, M.; Meldolesi, Elisa; Damiani, Andrea; Lanzotti, V.; Mattiucci, Gian Carlo; Frascino, Vincenzo; Masciocchi, Carlotta; Catucci, Francesco; Dekker, Alain; Lambin, P.; Valentini, Vincenzo; Mantini, Giovanna
Prospective validation of pathologic complete response models in rectal cancer: Transferability and reproducibility
2017 Van Soest, Johan; Meldolesi, Elisa; Van Stiphout, Ruud; Gatta, Roberto; Damiani, Andrea; Valentini, Vincenzo; Lambin, Philippe; Dekker, Andre
Nasopharynxkarzinom in einem europäischen Gebiet mit geringer Inzidenz: Eine prospektive Beobachtungsanalyse der Kopf- und Hals-Studiengruppe der Italienischen Gesellschaft für Radioonkologie (AIRO)
2016 Tonoli, S; D'Alterio, Diana; Caspiani, O.; Bacigalupo, Andrea; Bunkheila, F.; Cianciulli, M.; Merlotti, A.; Podhradska, A.; Rampino, M.; Cante, D.; Bruschieri, L.; Gatta, Roberto; Magrini, S. M.
Standardized data collection to build prediction models in oncology: A prototype for rectal cancer
2016 Meldolesi, Elisa; Van Soest, Johan; Damiani, Andrea; Dekker, Andre; Alitto, Anna Rita; Campitelli, Maura; Dinapoli, Nicola; Gatta, Roberto; Gambacorta, Maria Antonietta; Lanzotti, Vito; Lambin, Philippe; Valentini, Vincenzo
| Data di pubblicazione | Titolo | Autore(i) | File |
|---|---|---|---|
| 1-gen-2023 | Radiomics to predict immunotherapy efficacy in advanced renal cell carcinoma: A retrospective study | Rossi, Ernesto; Boldrini, Luca; Maratta, Maria Grazia; Gatta, Roberto; Votta, Claudio; Tortora, Giampaolo; Schinzari, Giovanni | |
| 1-gen-2022 | 18F-Fluoroethylcholine PET/CT Radiomic Analysis for Newly Diagnosed Prostate Cancer Patients: A Monocentric Study | Pizzuto, Daniele Antonio; Triumbari, Elizabeth Katherine Anna; Morland, David; Boldrini, Luca; Gatta, Roberto; Treglia, Giorgio; Bientinesi, Riccardo; De Summa, Marco; De Risi, Marina; Caldarella, Carmelo; Scarciglia, Eros; Totaro, Angelo; Annunziata, Salvatore | |
| 1-gen-2021 | A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer | Cusumano, Davide; Meijer, G.; Lenkowicz, Jacopo; Chiloiro, Giuditta; Boldrini, Luca; Masciocchi, Carlotta; Dinapoli, Nicola; Gatta, Roberto; Casa, C.; Damiani, Andrea; Barbaro, B.; Gambacorta, Maria Antonietta; Azario, Luigi; De Spirito, M.; Intven, M.; Valentini, Vincenzo | |
| 1-gen-2020 | A new standardized data collection system for brain stereotactic external radiotherapy: The PRE.M.I.S.E project | Chiesa, Silvia; Tolu, B.; Longo, Silvia; Nardiello, B.; Capocchiano, Nikola Dino; Rea, F.; Capone, L.; Stimato, Gerardina; Gatta, Roberto; Pacchiarotti, Alessandro; Massaccesi, Mariangela; Minniti, G.; Cellini, Francesco; Damiani, Andrea; Balducci, Mario; Gentile, P.; Valentini, Vincenzo; Bianciardi, F. | |
| 1-gen-2020 | Exploring technical issues in personalized medicine: NSCLC survival prediction by quantitative image analysis-usefulness of density correction of volumetric CT data | Farchione, Alessandra; Larici, Anna Rita; Masciocchi, Carlotta; Cicchetti, Giuseppe; Congedo, Maria Teresa; Franchi, Paola; Gatta, Roberto; Lo Cicero, Stefano; Valentini, Vincenzo; Bonomo, Lorenzo; Manfredi, Riccardo | |
| 1-gen-2020 | The image biomarker standardization initiative: Standardized quantitative radiomics for high-throughput image-based phenotyping | Zwanenburg, A.; Vallieres, M.; Abdalah, M. A.; Aerts, H. J. W. L.; Andrearczyk, V.; Apte, A.; Ashrafinia, S.; Bakas, S.; Beukinga, R. J.; Boellaard, R.; Bogowicz, M.; Boldrini, Luca; Buvat, I.; Cook, G. J. R.; Davatzikos, C.; Depeursinge, A.; Desseroit, M. -C.; Dinapoli, Nicola; Dinh, C. V.; Echegaray, S.; El Naqa, I.; Fedorov, A. Y.; Gatta, Roberto; Gillies, R. J.; Goh, V.; Gotz, M.; Guckenberger, M.; Ha, S. M.; Hatt, M.; Isensee, F.; Lambin, P.; Leger, S.; Leijenaar, R. T. H.; Lenkowicz, Jacopo; Lippert, F.; Losnegard, A.; Maier-Hein, K. H.; Morin, O.; Muller, H.; Napel, S.; Nioche, C.; Orlhac, F.; Pati, S.; Pfaehler, E. A. G.; Rahmim, A.; Rao, A. U. K.; Scherer, J.; Siddique, M. M.; Sijtsema, N. M.; Socarras Fernandez, J.; Spezi, E.; Steenbakkers, R. J. H. M.; Tanadini-Lang, S.; Thorwarth, D.; Troost, E. G. C.; Upadhaya, T.; Valentini, Vincenzo; van Dijk, L. V.; van Griethuysen, J.; van Velden, F. H. P.; Whybra, P.; Richter, C.; Lock, S. | |
| 1-gen-2019 | On the feasibility of distributed process mining in healthcare | Gatta, Roberto; Vallati, M.; Lenkowicz, Jacopo; Masciocchi, Carlotta; Cellini, Francesco; Boldrini, Luca; Llatas, C. F.; Valentini, Vincenzo; Damiani, Andrea | |
| 1-gen-2019 | Towards a modular decision support system for radiomics: A case study on rectal cancer | Gatta, Roberto; Vallati, Mauro; Dinapoli, Nicola; Masciocchi, Carlotta; Lenkowicz, Jacopo; Cusumano, Davide; Casa', Calogero; Farchione, Alessandra; Damiani, Andrea; van Soest, Johan; Dekker, Andre; Valentini, Vincenzo | |
| 1-gen-2018 | Assessing the conformity to clinical guidelines in oncology: An example for the multidisciplinary management of locally advanced colorectal cancer treatment | Lenkowicz, J.; Gatta, R.; Masciocchi, C.; Casa, C.; Cellini, F.; Damiani, A.; Dinapoli, N.; Valentini, V. | |
| 1-gen-2018 | Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer | Cusumano, Davide; Dinapoli, Nicola; Boldrini, Luca; Chiloiro, Giuditta; Gatta, Roberto; Masciocchi, Carlotta; Lenkowicz, Jacopo; Casa', Calogero; Damiani, Andrea; Azario, Luigi; van Soest, Johan; Dekker, Andre; Lambin, Philippe; De Spirito, Marco; Valentini, Vincenzo | |
| 1-gen-2018 | Magnetic Resonance, Vendor-independent, Intensity Histogram Analysis Predicting Pathologic Complete Response After Radiochemotherapy of Rectal Cancer | Dinapoli, Nicola; Barbaro, Brunella; Gatta, Roberto; Chiloiro, Giuditta; Casa', Calogero; Masciocchi, Carlotta; Damiani, Andrea; Boldrini, Luca; Gambacorta, Maria Antonietta; Dezio, Michele; Mattiucci, Gian Carlo; Balducci, Mario; van Soest, Johan; Dekker, Andre; Lambin, Philippe; Fiorino, Claudio; Sini, Carla; De Cobelli, Francesco; Di Muzio, Nadia; Gumina, Calogero; Passoni, Paolo; Manfredi, Riccardo; Valentini, Vincenzo | |
| 1-gen-2018 | Multidisciplinary Management of Rectal Cancer: Questions and Answers | Meldolesi, Elisa; Cellini, Francesco; Chiloiro, Giuditta; Damiani, Andrea; Gatta, Roberto; Gambacorta, Maria Antonietta; Valentini, Vincenzo | |
| 1-gen-2018 | P04.90 Observational prospective multi-centric study of delta radiomics Features Analysis for the prediction of patients outcomes in GLIoblastoma multifome: GLI.F.A. Project | Lupattelli, M; Chiesa, Silvia; Beghella Bartoli, F; Palumbo, I; Gatta, Roberto; Tarducci, R; Dinapoli, Nicola; Balducci, Mario; Aristei, Cynthia; Valentini, Vincenzo | |
| 1-gen-2017 | Development and validation of a machine learning-based predictive model to improve the prediction of inguinal status of anal cancer patients: A preliminary report | De Bari, Berardino; Vallati, Mauro; Gatta, Roberto; Lestrade, Laëtitia; Manfrida, Stefania; Carrie, Christian; Valentini, Vincenzo | |
| 1-gen-2017 | Development and validation of a machine learning-based predictive model to improve the prediction of inguinal status of anal cancer patients: a preliminary report | De Bari, Berardino; Vallati, Mauro; Gatta, Roberto; Lestrade, Laëtitia; Manfrida, Stefania; Carrie, Christian; Valentini, Vincenzo | |
| 1-gen-2017 | PRODIGE: PRediction models in prOstate cancer for personalized meDIcine challenGE | Alitto, Anna Rita; Gatta, Roberto; Vanneste, Bgl; Vallati, M.; Meldolesi, Elisa; Damiani, Andrea; Lanzotti, V.; Mattiucci, Gian Carlo; Frascino, Vincenzo; Masciocchi, Carlotta; Catucci, Francesco; Dekker, Alain; Lambin, P.; Valentini, Vincenzo; Mantini, Giovanna | |
| 1-gen-2017 | Prospective validation of pathologic complete response models in rectal cancer: Transferability and reproducibility | Van Soest, Johan; Meldolesi, Elisa; Van Stiphout, Ruud; Gatta, Roberto; Damiani, Andrea; Valentini, Vincenzo; Lambin, Philippe; Dekker, Andre | |
| 1-gen-2016 | Nasopharynxkarzinom in einem europäischen Gebiet mit geringer Inzidenz: Eine prospektive Beobachtungsanalyse der Kopf- und Hals-Studiengruppe der Italienischen Gesellschaft für Radioonkologie (AIRO) | Tonoli, S; D'Alterio, Diana; Caspiani, O.; Bacigalupo, Andrea; Bunkheila, F.; Cianciulli, M.; Merlotti, A.; Podhradska, A.; Rampino, M.; Cante, D.; Bruschieri, L.; Gatta, Roberto; Magrini, S. M. | |
| 1-gen-2016 | Standardized data collection to build prediction models in oncology: A prototype for rectal cancer | Meldolesi, Elisa; Van Soest, Johan; Damiani, Andrea; Dekker, Andre; Alitto, Anna Rita; Campitelli, Maura; Dinapoli, Nicola; Gatta, Roberto; Gambacorta, Maria Antonietta; Lanzotti, Vito; Lambin, Philippe; Valentini, Vincenzo |