Cusumano, Davide
Cusumano, Davide
Auto-segmentation of pelvic organs at risk on 0.35T MRI using 2D and 3D Generative Adversarial Network models
2024 Vagni, M.; Tran, H. E.; Romano, A.; Chiloiro, Giuditta; Boldrini, Luca; Zormpas Petridis, Konstantinos; Kawula, M.; Landry, G.; Kurz, C.; Corradini, S.; Belka, C.; Indovina, Luca; Gambacorta, Maria Antonietta; Placidi, Lorenzo; Cusumano, Davide
Development and validation of a MRI-radiomics-based machine learning approach in High Grade Glioma to detect early recurrence
2024 Pignotti, Fabrizio; Ius, T.; Russo, Rosellina; Bagatto, D.; Beghella Bartoli, Francesco; Boccia, E.; Boldrini, Luca; Chiesa, Silvia; Ciardi, C.; Cusumano, Davide; Giordano, Carolina; La Rocca, Giuseppe; Mazzarella, C.; Mazzucchi, Edoardo; Olivi, Alessandro; Skrap, M.; Tran, H. E.; Varcasia, G.; Gaudino, Simona; Sabatino, Giovanni
Mindfulness vs. Physiotherapy vs. Medical Therapy: Uncovering the Best Postoperative Recovery Method for Low Back Surgery Patients during the COVID-19 Pandemic—A Single Institution’s Experience
2024 La Rocca, Giuseppe; Orlando, Vittorio; Galieri, Gianluca; Mazzucchi, Edoardo; Pignotti, Fabrizio; Cusumano, Davide; Bazzu, P.; Olivi, Alessandro; Sabatino, Giovanni
Delta Radiomic Analysis of Mesorectum to Predict Treatment Response and Prognosis in Locally Advanced Rectal Cancer
2023 Chiloiro, Giuditta; Cusumano, Davide; Romano, Angela; Boldrini, Luca; Nicolì, Giuseppe; Votta, Claudio; Tran, Huong Elena; Barbaro, Brunella; Carano, Davide; Valentini, Vincenzo; Gambacorta, Maria Antonietta
Evaluation of real-time tumor contour prediction using LSTM networks for MR-guided radiotherapy
2023 Lombardo, Elia; Rabe, Moritz; Xiong, Yuqing; Nierer, Lukas; Cusumano, Davide; Placidi, Lorenzo; Boldrini, Luca; Corradini, Stefanie; Niyazi, Maximilian; Reiner, Michael; Belka, Claus; Kurz, Christopher; Riboldi, Marco; Landry, Guillaume
Mesorectal motion evaluation in rectal cancer MR-guided radiotherapy: an exploratory study to quantify treatment margins
2023 Boldrini, Luca; Chiloiro, Giuditta; Cusumano, Davide; Romano, Angela; Placidi, Lorenzo; Turco, Gabriele; Antonelli, Marco Valerio; Nardini, Matteo; Galetto, Matteo; Indovina, Luca; Gambacorta, Maria Antonietta
MRI-derived radiomics to guide post-operative management of glioblastoma: Implication for personalized radiation treatment volume delineation
2023 Chiesa, Silvia; Russo, Rosellina; Beghella Bartoli, Francesco; Palumbo, I; Sabatino, Giovanni; Cannatà, M C; Gigli, Riccardo; Longo, Silvia; Tran, H E; Boldrini, Luca; Dinapoli, Nicola; Votta, C; Cusumano, Davide; Pignotti, Fabrizio; Lupattelli, M; Camilli, F; Della Pepa, Giuseppe Maria; D'Alessandris, G Q; Olivi, Alessandro; Balducci, Mario; Colosimo, Cesare; Gambacorta, Maria Antonietta; Valentini, Vincenzo; Aristei, Cynthia; Gaudino, Simona
THeragnostic utilities for neoplastic DisEases of the rectum by MRI guided radiotherapy (THUNDER 2) phase II trial: interim safety analysis
2023 Chiloiro, Giuditta; Romano, Angela; Cusumano, Davide; Boldrini, Luca; Panza, Giulia; Placidi, Lorenzo; Meldolesi, Elisa; Nardini, Matteo; Meffe, Guenda; Nicolini, Gianluca; Votta, Claudio; Indovina, Luca; Gambacorta, Maria Antonietta
A deep learning approach to generate synthetic CT in low field MR-guided radiotherapy for lung cases
2022 Lenkowicz, Jacopo; Votta, Claudio; Nardini, Matteo; Quaranta, Flaviovincenzo; Catucci, Francesco; Boldrini, Luca; Vagni, Marica; Menna, Sebastiano; Placidi, Lorenzo; Romano, Angela; Chiloiro, Giuditta; Gambacorta, Maria Antonietta; Mattiucci, Gian Carlo; Indovina, Luca; Valentini, Vincenzo; Cusumano, Davide
A Predictive Model of 2yDFS During MR-Guided RT Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer Patients
2022 Chiloiro, Giuditta; Boldrini, Luca; Preziosi, Francesco; Cusumano, Davide; Yadav, Poonam; Romano, Angela; Placidi, Lorenzo; Lenkowicz, Jacopo; Dinapoli, Nicola; Bassetti, Michael F; Gambacorta, Maria Antonietta; Valentini, Vincenzo
Does restaging MRI radiomics analysis improve pathological complete response prediction in rectal cancer patients? A prognostic model development
2022 Chiloiro, Giuditta; Cusumano, Davide; de Franco, P.; Lenkowicz, Jacopo; Boldrini, Luca; Carano, Davide; Barbaro, Brunella; Corvari, B.; Dinapoli, Nicola; Giraffa, M.; Meldolesi, Elisa; Manfredi, Riccardo; Valentini, Vincenzo; Gambacorta, Maria Antonietta
Evaluation of early regression index as response predictor in cervical cancer: A retrospective study on T2 and DWI MR images
2022 Cusumano, Davide; Russo, Luca; Gui, Benedetta; Autorino, Rosa; Boldrini, Luca; D'Erme, Luca; Persiani, Salvatore; Catucci, Francesco; Broggi, Sara; Panza, Giulia; Nardangeli, Alessia; Campitelli, Maura; Ferrandina, Maria Gabriella; Macchia, Gabriella; Fiorino, Claudio; Valentini, Vincenzo; Scambia, Giovanni; Manfredi, Riccardo; Gambacorta, Maria Antonietta
Radiomics-based prediction of two-year clinical outcome in locally advanced cervical cancer patients undergoing neoadjuvant chemoradiotherapy
2022 Autorino, R.; Gui, B.; Panza, G.; Boldrini, L.; Cusumano, D.; Russo, L.; Nardangeli, A.; Persiani, S.; Campitelli, M.; Ferrandina, G.; Macchia, G.; Valentini, V.; Gambacorta, M. A.; Manfredi, R.
The impact of radiomics in diagnosis and staging of pancreatic cancer
2022 Casa, Cristina; Piras, A.; D'Aviero, A.; Preziosi, Francesco; Mariani, Silvia; Cusumano, Davide; Romano, Angela; Boskoski, Ivo; Lenkowicz, Jacopo; Dinapoli, Nicola; Cellini, Francesco; Gambacorta, Maria Antonietta; Valentini, Vincenzo; Mattiucci, Gian Carlo; Boldrini, Luca
THUNDER 2: THeragnostic Utilities for Neoplastic DisEases of the Rectum by MRI guided radiotherapy
2022 Chiloiro, Giuditta; Cusumano, Davide; Boldrini, Luca; Romano, Angela; Placidi, Lorenzo; Nardini, Matteo; Meldolesi, Elisa; Barbaro, Brunella; Coco, Claudio; Crucitti, Antonio; Persiani, Roberto; Petruzziello, Lucio; Ricci, Riccardo; Salvatore, Lisa; Sofo, Luigi; Alfieri, Sergio; Manfredi, Riccardo; Valentini, Vincenzo; Gambacorta, Maria Antonietta
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, Brunella; Gambacorta, Maria Antonietta; Azario, Luigi; De Spirito, Marco; Intven, M.; Valentini, Vincenzo
Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives
2021 Cusumano, Davide; Boldrini, Luca; Dhont, Jennifer; Fiorino, Claudio; Green, Olga; Güngör, Görkem; Jornet, Núria; Klüter, Sebastian; Landry, Guillaume; Mattiucci, Gian Carlo; Placidi, Lorenzo; Reynaert, Nick; Ruggieri, Ruggero; Tanadini-Lang, Stephanie; Thorwarth, Daniela; Yadav, Poonam; Yang, Yingli; Valentini, Vincenzo; Verellen, Dirk; Indovina, Luca
Delta Radiomics Analysis for Local Control Prediction in Pancreatic Cancer Patients Treated Using Magnetic Resonance Guided Radiotherapy
2021 Cusumano, Davide; Boldrini, Luca; Yadav, Poonam; Casà, Calogero; Lee, Sangjune Laurence; Romano, Angela; Piras, Antonio; Chiloiro, Giuditta; Placidi, Lorenzo; Catucci, Francesco; Votta, Claudio; Mattiucci, Gian Carlo; Indovina, Luca; Gambacorta, Maria Antonietta; Bassetti, Michael; Valentini, Vincenzo
Delta radiomics for rectal cancer response prediction using low field magnetic resonance guided radiotherapy: an external validation
2021 Cusumano, Davide; Boldrini, Luca; Yadav, P.; Yu, G.; Musurunu, B.; Chiloiro, Giuditta; Piras, A.; Lenkowicz, Jacopo; Placidi, Lorenzo; Romano, A.; De Luca, V.; Votta, C.; Barbaro, Brunella; Gambacorta, Maria Antonietta; Bassetti, M. F.; Yang, Y.; Indovina, L.; Valentini, Vincenzo
Fractal-Based Radiomic Approach to Tailor the Chemotherapy Treatment in Rectal Cancer: A Generating Hypothesis Study
2021 Di Dio, Carmela; Chiloiro, Giuditta; Cusumano, Davide; Catucci, Francesco; Boldrini, Luca; Romano, Angela; Meldolesi, Elisa; Marazzi, Fabio; Corvari, Barbara; Barbaro, Brunella; Manfredi, Riccardo; Valentini, Vincenzo; Gambacorta, Maria Antonietta
| Data di pubblicazione | Titolo | Autore(i) | File |
|---|---|---|---|
| 1-gen-2024 | Auto-segmentation of pelvic organs at risk on 0.35T MRI using 2D and 3D Generative Adversarial Network models | Vagni, M.; Tran, H. E.; Romano, A.; Chiloiro, Giuditta; Boldrini, Luca; Zormpas Petridis, Konstantinos; Kawula, M.; Landry, G.; Kurz, C.; Corradini, S.; Belka, C.; Indovina, Luca; Gambacorta, Maria Antonietta; Placidi, Lorenzo; Cusumano, Davide | |
| 1-gen-2024 | Development and validation of a MRI-radiomics-based machine learning approach in High Grade Glioma to detect early recurrence | Pignotti, Fabrizio; Ius, T.; Russo, Rosellina; Bagatto, D.; Beghella Bartoli, Francesco; Boccia, E.; Boldrini, Luca; Chiesa, Silvia; Ciardi, C.; Cusumano, Davide; Giordano, Carolina; La Rocca, Giuseppe; Mazzarella, C.; Mazzucchi, Edoardo; Olivi, Alessandro; Skrap, M.; Tran, H. E.; Varcasia, G.; Gaudino, Simona; Sabatino, Giovanni | |
| 1-gen-2024 | Mindfulness vs. Physiotherapy vs. Medical Therapy: Uncovering the Best Postoperative Recovery Method for Low Back Surgery Patients during the COVID-19 Pandemic—A Single Institution’s Experience | La Rocca, Giuseppe; Orlando, Vittorio; Galieri, Gianluca; Mazzucchi, Edoardo; Pignotti, Fabrizio; Cusumano, Davide; Bazzu, P.; Olivi, Alessandro; Sabatino, Giovanni | |
| 1-gen-2023 | Delta Radiomic Analysis of Mesorectum to Predict Treatment Response and Prognosis in Locally Advanced Rectal Cancer | Chiloiro, Giuditta; Cusumano, Davide; Romano, Angela; Boldrini, Luca; Nicolì, Giuseppe; Votta, Claudio; Tran, Huong Elena; Barbaro, Brunella; Carano, Davide; Valentini, Vincenzo; Gambacorta, Maria Antonietta | |
| 1-gen-2023 | Evaluation of real-time tumor contour prediction using LSTM networks for MR-guided radiotherapy | Lombardo, Elia; Rabe, Moritz; Xiong, Yuqing; Nierer, Lukas; Cusumano, Davide; Placidi, Lorenzo; Boldrini, Luca; Corradini, Stefanie; Niyazi, Maximilian; Reiner, Michael; Belka, Claus; Kurz, Christopher; Riboldi, Marco; Landry, Guillaume | |
| 1-gen-2023 | Mesorectal motion evaluation in rectal cancer MR-guided radiotherapy: an exploratory study to quantify treatment margins | Boldrini, Luca; Chiloiro, Giuditta; Cusumano, Davide; Romano, Angela; Placidi, Lorenzo; Turco, Gabriele; Antonelli, Marco Valerio; Nardini, Matteo; Galetto, Matteo; Indovina, Luca; Gambacorta, Maria Antonietta | |
| 1-gen-2023 | MRI-derived radiomics to guide post-operative management of glioblastoma: Implication for personalized radiation treatment volume delineation | Chiesa, Silvia; Russo, Rosellina; Beghella Bartoli, Francesco; Palumbo, I; Sabatino, Giovanni; Cannatà, M C; Gigli, Riccardo; Longo, Silvia; Tran, H E; Boldrini, Luca; Dinapoli, Nicola; Votta, C; Cusumano, Davide; Pignotti, Fabrizio; Lupattelli, M; Camilli, F; Della Pepa, Giuseppe Maria; D'Alessandris, G Q; Olivi, Alessandro; Balducci, Mario; Colosimo, Cesare; Gambacorta, Maria Antonietta; Valentini, Vincenzo; Aristei, Cynthia; Gaudino, Simona | |
| 1-gen-2023 | THeragnostic utilities for neoplastic DisEases of the rectum by MRI guided radiotherapy (THUNDER 2) phase II trial: interim safety analysis | Chiloiro, Giuditta; Romano, Angela; Cusumano, Davide; Boldrini, Luca; Panza, Giulia; Placidi, Lorenzo; Meldolesi, Elisa; Nardini, Matteo; Meffe, Guenda; Nicolini, Gianluca; Votta, Claudio; Indovina, Luca; Gambacorta, Maria Antonietta | |
| 1-gen-2022 | A deep learning approach to generate synthetic CT in low field MR-guided radiotherapy for lung cases | Lenkowicz, Jacopo; Votta, Claudio; Nardini, Matteo; Quaranta, Flaviovincenzo; Catucci, Francesco; Boldrini, Luca; Vagni, Marica; Menna, Sebastiano; Placidi, Lorenzo; Romano, Angela; Chiloiro, Giuditta; Gambacorta, Maria Antonietta; Mattiucci, Gian Carlo; Indovina, Luca; Valentini, Vincenzo; Cusumano, Davide | |
| 1-gen-2022 | A Predictive Model of 2yDFS During MR-Guided RT Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer Patients | Chiloiro, Giuditta; Boldrini, Luca; Preziosi, Francesco; Cusumano, Davide; Yadav, Poonam; Romano, Angela; Placidi, Lorenzo; Lenkowicz, Jacopo; Dinapoli, Nicola; Bassetti, Michael F; Gambacorta, Maria Antonietta; Valentini, Vincenzo | |
| 1-gen-2022 | Does restaging MRI radiomics analysis improve pathological complete response prediction in rectal cancer patients? A prognostic model development | Chiloiro, Giuditta; Cusumano, Davide; de Franco, P.; Lenkowicz, Jacopo; Boldrini, Luca; Carano, Davide; Barbaro, Brunella; Corvari, B.; Dinapoli, Nicola; Giraffa, M.; Meldolesi, Elisa; Manfredi, Riccardo; Valentini, Vincenzo; Gambacorta, Maria Antonietta | |
| 1-gen-2022 | Evaluation of early regression index as response predictor in cervical cancer: A retrospective study on T2 and DWI MR images | Cusumano, Davide; Russo, Luca; Gui, Benedetta; Autorino, Rosa; Boldrini, Luca; D'Erme, Luca; Persiani, Salvatore; Catucci, Francesco; Broggi, Sara; Panza, Giulia; Nardangeli, Alessia; Campitelli, Maura; Ferrandina, Maria Gabriella; Macchia, Gabriella; Fiorino, Claudio; Valentini, Vincenzo; Scambia, Giovanni; Manfredi, Riccardo; Gambacorta, Maria Antonietta | |
| 1-gen-2022 | Radiomics-based prediction of two-year clinical outcome in locally advanced cervical cancer patients undergoing neoadjuvant chemoradiotherapy | Autorino, R.; Gui, B.; Panza, G.; Boldrini, L.; Cusumano, D.; Russo, L.; Nardangeli, A.; Persiani, S.; Campitelli, M.; Ferrandina, G.; Macchia, G.; Valentini, V.; Gambacorta, M. A.; Manfredi, R. | |
| 1-gen-2022 | The impact of radiomics in diagnosis and staging of pancreatic cancer | Casa, Cristina; Piras, A.; D'Aviero, A.; Preziosi, Francesco; Mariani, Silvia; Cusumano, Davide; Romano, Angela; Boskoski, Ivo; Lenkowicz, Jacopo; Dinapoli, Nicola; Cellini, Francesco; Gambacorta, Maria Antonietta; Valentini, Vincenzo; Mattiucci, Gian Carlo; Boldrini, Luca | |
| 1-gen-2022 | THUNDER 2: THeragnostic Utilities for Neoplastic DisEases of the Rectum by MRI guided radiotherapy | Chiloiro, Giuditta; Cusumano, Davide; Boldrini, Luca; Romano, Angela; Placidi, Lorenzo; Nardini, Matteo; Meldolesi, Elisa; Barbaro, Brunella; Coco, Claudio; Crucitti, Antonio; Persiani, Roberto; Petruzziello, Lucio; Ricci, Riccardo; Salvatore, Lisa; Sofo, Luigi; Alfieri, Sergio; Manfredi, Riccardo; Valentini, Vincenzo; Gambacorta, Maria Antonietta | |
| 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, Brunella; Gambacorta, Maria Antonietta; Azario, Luigi; De Spirito, Marco; Intven, M.; Valentini, Vincenzo | |
| 1-gen-2021 | Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives | Cusumano, Davide; Boldrini, Luca; Dhont, Jennifer; Fiorino, Claudio; Green, Olga; Güngör, Görkem; Jornet, Núria; Klüter, Sebastian; Landry, Guillaume; Mattiucci, Gian Carlo; Placidi, Lorenzo; Reynaert, Nick; Ruggieri, Ruggero; Tanadini-Lang, Stephanie; Thorwarth, Daniela; Yadav, Poonam; Yang, Yingli; Valentini, Vincenzo; Verellen, Dirk; Indovina, Luca | |
| 1-gen-2021 | Delta Radiomics Analysis for Local Control Prediction in Pancreatic Cancer Patients Treated Using Magnetic Resonance Guided Radiotherapy | Cusumano, Davide; Boldrini, Luca; Yadav, Poonam; Casà, Calogero; Lee, Sangjune Laurence; Romano, Angela; Piras, Antonio; Chiloiro, Giuditta; Placidi, Lorenzo; Catucci, Francesco; Votta, Claudio; Mattiucci, Gian Carlo; Indovina, Luca; Gambacorta, Maria Antonietta; Bassetti, Michael; Valentini, Vincenzo | |
| 1-gen-2021 | Delta radiomics for rectal cancer response prediction using low field magnetic resonance guided radiotherapy: an external validation | Cusumano, Davide; Boldrini, Luca; Yadav, P.; Yu, G.; Musurunu, B.; Chiloiro, Giuditta; Piras, A.; Lenkowicz, Jacopo; Placidi, Lorenzo; Romano, A.; De Luca, V.; Votta, C.; Barbaro, Brunella; Gambacorta, Maria Antonietta; Bassetti, M. F.; Yang, Y.; Indovina, L.; Valentini, Vincenzo | |
| 1-gen-2021 | Fractal-Based Radiomic Approach to Tailor the Chemotherapy Treatment in Rectal Cancer: A Generating Hypothesis Study | Di Dio, Carmela; Chiloiro, Giuditta; Cusumano, Davide; Catucci, Francesco; Boldrini, Luca; Romano, Angela; Meldolesi, Elisa; Marazzi, Fabio; Corvari, Barbara; Barbaro, Brunella; Manfredi, Riccardo; Valentini, Vincenzo; Gambacorta, Maria Antonietta |