Cusumano, Davide
Cusumano, Davide
ROMA - Dipartimento di Sicurezza e Bioetica
ESTRO consensus guidelines on GTV delineation and dose-escalation in rectal cancer
2026 Chiloiro, Giuditta; Romano, Angela; Beets-Tan, Regina; Bujko, Krzysztof; Cusumano, Davide; Fokas, Emmanouil; Haustermans, Karin; Huguet, Florence; Intven, Martijn Pw; Marijnen, Corrie Am; Nacci, Ilaria; Nagtegaal, Iris D; Peters, Femke P; Stewart, Alexandra; Valentini, Vincenzo; Gambacorta, Maria Antonietta
Estimation liver radiomics from postmortem CT: Development of interpretable models for postmortem interval estimation
2025 De Giorgio, Fabio; Cusumano, Davide; Vellini, Luca; Gatta, Roberto; Boldrini, Luca; Mancino, Matteo; Klontzas, Michail; Kranioti, Elena; Sala, Evis; Pascali, Vincenzo Lorenzo
“Stability of radiomic features in magnetic resonance imaging of the female pelvis: A multicentre phantom study” [Phys. Medica 130 (2025) 104895]
2025 Sghedoni, Roberto; Origgi, Daniela; Cucurachi, Noemi; Minischetti, Giuseppe Castiglioni; Alio, Davide; Savini, Giovanni; Botta, Francesca; Marzi, Simona; Aiello, Marco; Rancati, Tiziana; Cusumano, Davide; Politi, Letterio Salvatore; Didonna, Vittorio; Massafra, Raffaella; Petrillo, Antonella; Esposito, Antonio; Imparato, Sara; Anemoni, Luca; Bortolotto, Chandra; Preda, Lorenzo; Boldrini, Luca
Auto-segmentation of pelvic organs at risk on 0.35T MRI using 2D and 3D Generative Adversarial Network models
2024 Vagni, Marica; 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
Impact of bias field correction on 0.35 T pelvic MR images: evaluation on generative adversarial network-based OARs’ auto-segmentation and visual grading assessment
2024 Vagni, Marica; Tran, Huong Elena; Catucci, Francesco; Chiloiro, Giuditta; D'Aviero, Andrea; Re, Alessia; Romano, Angela; Boldrini, Luca; Kawula, Maria; Lombardo, Elia; Kurz, Christopher; Landry, Guillaume; Belka, Claus; Indovina, Luca; Gambacorta, Maria Antonietta; Cusumano, Davide; Placidi, Lorenzo
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
MOREOVER: multiomics MR-guided radiotherapy optimization in locally advanced rectal cancer
2024 Boldrini, Luca; Chiloiro, Giuditta; Di Franco, Silvia; Romano, Angela; Smiljanic, Lana; Tran, Elena Huong; Bono, Francesco; Charles Davies, Diepriye; Lopetuso, Loris Riccardo; De Bonis, Maria; Minucci, Angelo; Giacò, Luciano; Cusumano, Davide; Placidi, Lorenzo; Giannarelli, Diana; Sala, Evis; Gambacorta, Maria Antonietta
Radiomics-enhanced early regression index for predicting treatment response in rectal cancer: a multi-institutional 0.35 T MRI-guided radiotherapy study
2024 Boldrini, Luca; Chiloiro, Giuditta; Cusumano, Davide; Yadav, Poonam; Yu, Gao; Romano, Angela; Piras, Antonio; Votta, Claudio; Placidi, Lorenzo; Broggi, Sara; Catucci, Francesco; Lenkowicz, Jacopo; Indovina, Luca; Bassetti, Michael F.; Yang, Yingli; Fiorino, Claudio; Valentini, Vincenzo; Gambacorta, Maria Antonietta
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, Quintino Giorgio; Olivi, Alessandro; Balducci, Mario; Colosimo, Cesare; Gambacorta, Maria Antonietta; Valentini, Vincenzo; Aristei, Cynthia; Gaudino, Simona
Patient‐specific transfer learning for auto‐segmentation in adaptive 0.35 T MRgRT of prostate cancer: a bi‐centric evaluation
2023 Kawula, Maria; Hadi, Indrawati; Nierer, Lukas; Vagni, Marica; Cusumano, Davide; Boldrini, Luca; Placidi, Lorenzo; Corradini, Stefanie; Belka, Claus; Landry, Guillaume; Kurz, Christopher
Prior knowledge based deep learning auto-segmentation in magnetic resonance imaging-guided radiotherapy of prostate cancer
2023 Kawula, Maria; Vagni, Marica; Cusumano, Davide; Boldrini, Luca; Placidi, Lorenzo; Corradini, Stefanie; Belka, Claus; Landry, Guillaume; Kurz, Christopher
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
| Data di pubblicazione | Titolo | Autore(i) | File |
|---|---|---|---|
| 1-gen-2026 | ESTRO consensus guidelines on GTV delineation and dose-escalation in rectal cancer | Chiloiro, Giuditta; Romano, Angela; Beets-Tan, Regina; Bujko, Krzysztof; Cusumano, Davide; Fokas, Emmanouil; Haustermans, Karin; Huguet, Florence; Intven, Martijn Pw; Marijnen, Corrie Am; Nacci, Ilaria; Nagtegaal, Iris D; Peters, Femke P; Stewart, Alexandra; Valentini, Vincenzo; Gambacorta, Maria Antonietta | |
| 1-gen-2025 | Estimation liver radiomics from postmortem CT: Development of interpretable models for postmortem interval estimation | De Giorgio, Fabio; Cusumano, Davide; Vellini, Luca; Gatta, Roberto; Boldrini, Luca; Mancino, Matteo; Klontzas, Michail; Kranioti, Elena; Sala, Evis; Pascali, Vincenzo Lorenzo | |
| 1-gen-2025 | “Stability of radiomic features in magnetic resonance imaging of the female pelvis: A multicentre phantom study” [Phys. Medica 130 (2025) 104895] | Sghedoni, Roberto; Origgi, Daniela; Cucurachi, Noemi; Minischetti, Giuseppe Castiglioni; Alio, Davide; Savini, Giovanni; Botta, Francesca; Marzi, Simona; Aiello, Marco; Rancati, Tiziana; Cusumano, Davide; Politi, Letterio Salvatore; Didonna, Vittorio; Massafra, Raffaella; Petrillo, Antonella; Esposito, Antonio; Imparato, Sara; Anemoni, Luca; Bortolotto, Chandra; Preda, Lorenzo; Boldrini, Luca | |
| 1-gen-2024 | Auto-segmentation of pelvic organs at risk on 0.35T MRI using 2D and 3D Generative Adversarial Network models | Vagni, Marica; 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 | Impact of bias field correction on 0.35 T pelvic MR images: evaluation on generative adversarial network-based OARs’ auto-segmentation and visual grading assessment | Vagni, Marica; Tran, Huong Elena; Catucci, Francesco; Chiloiro, Giuditta; D'Aviero, Andrea; Re, Alessia; Romano, Angela; Boldrini, Luca; Kawula, Maria; Lombardo, Elia; Kurz, Christopher; Landry, Guillaume; Belka, Claus; Indovina, Luca; Gambacorta, Maria Antonietta; Cusumano, Davide; Placidi, Lorenzo | |
| 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-2024 | MOREOVER: multiomics MR-guided radiotherapy optimization in locally advanced rectal cancer | Boldrini, Luca; Chiloiro, Giuditta; Di Franco, Silvia; Romano, Angela; Smiljanic, Lana; Tran, Elena Huong; Bono, Francesco; Charles Davies, Diepriye; Lopetuso, Loris Riccardo; De Bonis, Maria; Minucci, Angelo; Giacò, Luciano; Cusumano, Davide; Placidi, Lorenzo; Giannarelli, Diana; Sala, Evis; Gambacorta, Maria Antonietta | |
| 1-gen-2024 | Radiomics-enhanced early regression index for predicting treatment response in rectal cancer: a multi-institutional 0.35 T MRI-guided radiotherapy study | Boldrini, Luca; Chiloiro, Giuditta; Cusumano, Davide; Yadav, Poonam; Yu, Gao; Romano, Angela; Piras, Antonio; Votta, Claudio; Placidi, Lorenzo; Broggi, Sara; Catucci, Francesco; Lenkowicz, Jacopo; Indovina, Luca; Bassetti, Michael F.; Yang, Yingli; Fiorino, Claudio; Valentini, Vincenzo; Gambacorta, Maria Antonietta | |
| 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, Quintino Giorgio; Olivi, Alessandro; Balducci, Mario; Colosimo, Cesare; Gambacorta, Maria Antonietta; Valentini, Vincenzo; Aristei, Cynthia; Gaudino, Simona | |
| 1-gen-2023 | Patient‐specific transfer learning for auto‐segmentation in adaptive 0.35 T MRgRT of prostate cancer: a bi‐centric evaluation | Kawula, Maria; Hadi, Indrawati; Nierer, Lukas; Vagni, Marica; Cusumano, Davide; Boldrini, Luca; Placidi, Lorenzo; Corradini, Stefanie; Belka, Claus; Landry, Guillaume; Kurz, Christopher | |
| 1-gen-2023 | Prior knowledge based deep learning auto-segmentation in magnetic resonance imaging-guided radiotherapy of prostate cancer | Kawula, Maria; Vagni, Marica; Cusumano, Davide; Boldrini, Luca; Placidi, Lorenzo; Corradini, Stefanie; Belka, Claus; Landry, Guillaume; Kurz, Christopher | |
| 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 |