MANCO, LUIGI
MANCO, LUIGI
Dipartimento di Medicina Traslazionale e per la Romagna
18F-FDG PET/CT radiomic analysis and artificial intelligence to predict pathological complete response after neoadjuvant chemotherapy in breast cancer patients
2025 Urso, Luca; Manco, Luigi; Cittanti, Corrado; Adamantiadis, Sara; Szilagyi, Klarisa Elena; Scribano, Giovanni; Mindicini, Noemi; Carnevale, Aldo; Bartolomei, Mirco; Giganti, Melchiore
18F-FDG PET/CT Radiomics for Predicting Therapy Response in Primary Mediastinal B-Cell Lymphoma: A Bi-Centric Pilot Study
2025 Esposito, Fabiana; Manco, Luigi; Urso, Luca; Adamantiadis, Sara; Scribano, Giovanni; De Marchi, Lucrezia; Venditti, Adriano; Postorino, Massimiliano; Urbano, Nicoletta; Gafà, Roberta; Cuneo, Antonio; Chiaravalloti, Agostino; Bartolomei, Mirco; Filippi, Luca
[18F]FDG PET-TC radiomics and machine learning in the evaluation of prostate incidental uptake
2023 Nieri, A.; Manco, L.; Bauckneht, M.; Urso, L.; Caracciolo, M.; Donegani, M. I.; Borgia, F.; Vega, K.; Colella, A.; Ippolito, C.; Cittanti, C.; Morbelli, S.; Sambuceti, G.; Turra, A.; Panareo, S.; Bartolomei, M.
A generalized parametric response mapping method for analysis of multi‐parametric imaging: A feasibility study with application to glioblastoma
file con accesso da definire2017 Lausch, Anthony; Yeung, Timothy Pok‐Chi; Chen, Jeff; Law, Elton; Wang, Yong; Urbini, Benedetta; Donelli, Filippo; Manco, Luigi; Fainardi, Enrico; Lee, Ting‐yim; Wong, Eugene
A systematic review of the role of artificial intelligence in automating computed tomography-based adaptive radiotherapy for head and neck cancer
2025 Mastella, Edoardo; Calderoni, Francesca; Manco, Luigi; Ferioli, Martina; Medoro, Serena; Turra, Alessandro; Giganti, Melchiore; Stefanelli, Antonio
Artificial intelligence & nuclear medicine: an emerging partnership
2025 Manco, Luigi; Szilagyi, Klarisa Elena; Urso, Luca
Association of [18F]-FDG PET/CT-Derived Radiomic Features with Clinical Outcomes and Genomic Profiles in Patients with Chronic Lymphocytic Leukemia
2025 Esposito, Fabiana; Manco, Luigi; Manenti, Guglielmo; Pupo, Livio; Nunzi, Andrea; Laureana, Roberta; Guarnera, Luca; Marinoni, Massimiliano; Buzzatti, Elisa; Gigliotti, Paola Elda; Micillo, Andrea; Scribano, Giovanni; Venditti, Adriano; Postorino, Massimiliano; Del Principe, Maria Ilaria
Basic of machine learning and deep learning in imaging for medical physicists
file con accesso da definire2021 Manco, Luigi; Maffei, Nicola; Strolin, Silvia; Vichi, Sara; Bottazzi, Luca; Strigari, Lidia
BIOMECHANICAL APPROACH TO THE CLINICAL TREATMENT OF PULMONARY ARTERIAL HYPERTENSION
file con accesso da definire2013 Corazza, Ivan; Pinardi, Chiara; Manco, Luigi; Bianchini, David; Cercenelli, Laura; Marcelli, Emanuela; Zannoli, Romano
Clinical implementation of a secondary dose calculation system for patient-specific quality assurance of complex VMAT and SBRT treatments
2025 Mastella, Edoardo; Szilagyi, Klarisa E.; Fabbri, Sara; De Guglielmo, Eleonora; Manco, Luigi; Farina, Eleonora; Giganti, Melchiore; Stefanelli, Antonio; Turra, Alessandro
Insights into pet-based radiogenomics in oncology: an updated systematic review
2025 Filippi, Luca; Urso, Luca; Manco, Luigi; Olivieri, Michela; Badrane, Ilham; Evangelista, Laura
Machine Learning Models Derived from [18F]FDG PET/CT for the Prediction of Recurrence in Patients with Thymomas
2025 Castello, Angelo; Manco, Luigi; Cattaneo, Margherita; Orlandi, Riccardo; Rosso, Lorenzo; Croci, Giorgio Alberto; Florimonte, Luigia; Scribano, Giovanni; Turra, Alessandro; Ferrero, Stefano; Nosotti, Mario; Carrafiello, Gianpaolo; Castellani, Massimo; Mendogni, Paolo
ML Models Built Using Clinical Parameters and Radiomic Features Extracted from 18F-Choline PET/CT for the Prediction of Biochemical Recurrence after Metastasis-Directed Therapy in Patients with Oligometastatic Prostate Cancer
2024 Urso, Luca; Cittanti, Corrado; Manco, Luigi; Ortolan, Naima; Borgia, Francesca; Malorgio, Antonio; Scribano, Giovanni; Mastella, Edoardo; Guidoboni, Massimo; Stefanelli, Antonio; Turra, Alessandro; Bartolomei, Mirco
Modeling glioblastoma response to radiotherapy by combining a two-compartment kinetic model and multiparametric NMR data
file con accesso da definire2015 Corazza, A.; Manco, L.; Sghedoni, R.; Iori, M.; Nitrosi, A.; Bertolini, M.; Turra, A.; Fainardi, E.; Giampieri, E.; Remondini, D.; Castellani, G.
One scan, many stories: deep learning for signal separation in multi-tracer PET imaging
2025 Manco, Luigi; Urso, Luca; Filippi, Luca
PET Radiomics and Response to Immunotherapy in Lung Cancer: A Systematic Review of the Literature
2023 Evangelista, L.; Fiz, F.; Laudicella, R.; Bianconi, F.; Castello, A.; Guglielmo, P.; Liberini, V.; Manco, L.; Frantellizzi, V.; Giordano, A.; Urso, L.; Panareo, S.; Palumbo, B.; Filippi, L.
PET Radiomics Signatures and Artificial Intelligence for Decoding Immunotherapy Response in Advanced Cutaneous Squamous Cell Carcinoma: A Retrospective Single-Center Study
2025 Manco, Luigi; Proietti, Ilaria; Scribano, Giovanni; Pirisino, Riccardo; Bagni, Oreste; Potenza, Concetta; Pellacani, Giovanni; Filippi, Luca
PET-Derived Radiomics and Artificial Intelligence in Breast Cancer: A Systematic Review
2022 Urso, L.; Manco, L.; Castello, A.; Evangelista, L.; Guidi, G.; Castellani, M.; Florimonte, L.; Cittanti, C.; Turra, A.; Panareo, S.
Positron Emission Tomography-Derived Radiomics and Artificial Intelligence in Multiple Myeloma: State-of-the-Art
2023 Manco, L.; Albano, D.; Urso, L.; Arnaboldi, M.; Castellani, M.; Florimonte, L.; Guidi, G.; Turra, A.; Castello, A.; Panareo, S.
Radiomics classifier to quantify automatic segmentation quality of cardiac sub-structures for radiotherapy treatment planning
file con accesso da definire2021 Maffei, Nicola; Manco, Luigi; Aluisio, Giovanni; D'Angelo, Elisa; Ferrazza, Patrizia; Vanoni, Valentina; Meduri, Bruno; Lohr, Frank; Guidi, Gabriele
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 18F-FDG PET/CT radiomic analysis and artificial intelligence to predict pathological complete response after neoadjuvant chemotherapy in breast cancer patients | 2025 | Urso, Luca; Manco, Luigi; Cittanti, Corrado; Adamantiadis, Sara; Szilagyi, Klarisa Elena; Scriban...o, Giovanni; Mindicini, Noemi; Carnevale, Aldo; Bartolomei, Mirco; Giganti, Melchiore | |
| 18F-FDG PET/CT Radiomics for Predicting Therapy Response in Primary Mediastinal B-Cell Lymphoma: A Bi-Centric Pilot Study | 2025 | Esposito, Fabiana; Manco, Luigi; Urso, Luca; Adamantiadis, Sara; Scribano, Giovanni; De Marchi, L...ucrezia; Venditti, Adriano; Postorino, Massimiliano; Urbano, Nicoletta; Gafà, Roberta; Cuneo, Antonio; Chiaravalloti, Agostino; Bartolomei, Mirco; Filippi, Luca | |
| [18F]FDG PET-TC radiomics and machine learning in the evaluation of prostate incidental uptake | 2023 | Nieri, A.; Manco, L.; Bauckneht, M.; Urso, L.; Caracciolo, M.; Donegani, M. I.; Borgia, F.; Vega,... K.; Colella, A.; Ippolito, C.; Cittanti, C.; Morbelli, S.; Sambuceti, G.; Turra, A.; Panareo, S.; Bartolomei, M. | |
| A generalized parametric response mapping method for analysis of multi‐parametric imaging: A feasibility study with application to glioblastoma | 2017 | Lausch, Anthony; Yeung, Timothy Pok‐Chi; Chen, Jeff; Law, Elton; Wang, Yong; Urbini, Benedetta; D...onelli, Filippo; Manco, Luigi; Fainardi, Enrico; Lee, Ting‐yim; Wong, Eugene | file con accesso da definire |
| A systematic review of the role of artificial intelligence in automating computed tomography-based adaptive radiotherapy for head and neck cancer | 2025 | Mastella, Edoardo; Calderoni, Francesca; Manco, Luigi; Ferioli, Martina; Medoro, Serena; Turra, A...lessandro; Giganti, Melchiore; Stefanelli, Antonio | |
| Artificial intelligence & nuclear medicine: an emerging partnership | 2025 | Manco, Luigi; Szilagyi, Klarisa Elena; Urso, Luca | |
| Association of [18F]-FDG PET/CT-Derived Radiomic Features with Clinical Outcomes and Genomic Profiles in Patients with Chronic Lymphocytic Leukemia | 2025 | Esposito, Fabiana; Manco, Luigi; Manenti, Guglielmo; Pupo, Livio; Nunzi, Andrea; Laureana, Robert...a; Guarnera, Luca; Marinoni, Massimiliano; Buzzatti, Elisa; Gigliotti, Paola Elda; Micillo, Andrea; Scribano, Giovanni; Venditti, Adriano; Postorino, Massimiliano; Del Principe, Maria Ilaria | |
| Basic of machine learning and deep learning in imaging for medical physicists | 2021 | Manco, Luigi; Maffei, Nicola; Strolin, Silvia; Vichi, Sara; Bottazzi, Luca; Strigari, Lidia | file con accesso da definire |
| BIOMECHANICAL APPROACH TO THE CLINICAL TREATMENT OF PULMONARY ARTERIAL HYPERTENSION | 2013 | Corazza, Ivan; Pinardi, Chiara; Manco, Luigi; Bianchini, David; Cercenelli, Laura; Marcelli, Eman...uela; Zannoli, Romano | file con accesso da definire |
| Clinical implementation of a secondary dose calculation system for patient-specific quality assurance of complex VMAT and SBRT treatments | 2025 | Mastella, Edoardo; Szilagyi, Klarisa E.; Fabbri, Sara; De Guglielmo, Eleonora; Manco, Luigi; Fari...na, Eleonora; Giganti, Melchiore; Stefanelli, Antonio; Turra, Alessandro | |
| Insights into pet-based radiogenomics in oncology: an updated systematic review | 2025 | Filippi, Luca; Urso, Luca; Manco, Luigi; Olivieri, Michela; Badrane, Ilham; Evangelista, Laura | |
| Machine Learning Models Derived from [18F]FDG PET/CT for the Prediction of Recurrence in Patients with Thymomas | 2025 | Castello, Angelo; Manco, Luigi; Cattaneo, Margherita; Orlandi, Riccardo; Rosso, Lorenzo; Croci, G...iorgio Alberto; Florimonte, Luigia; Scribano, Giovanni; Turra, Alessandro; Ferrero, Stefano; Nosotti, Mario; Carrafiello, Gianpaolo; Castellani, Massimo; Mendogni, Paolo | |
| ML Models Built Using Clinical Parameters and Radiomic Features Extracted from 18F-Choline PET/CT for the Prediction of Biochemical Recurrence after Metastasis-Directed Therapy in Patients with Oligometastatic Prostate Cancer | 2024 | Urso, Luca; Cittanti, Corrado; Manco, Luigi; Ortolan, Naima; Borgia, Francesca; Malorgio, Antonio...; Scribano, Giovanni; Mastella, Edoardo; Guidoboni, Massimo; Stefanelli, Antonio; Turra, Alessandro; Bartolomei, Mirco | |
| Modeling glioblastoma response to radiotherapy by combining a two-compartment kinetic model and multiparametric NMR data | 2015 | Corazza, A.; Manco, L.; Sghedoni, R.; Iori, M.; Nitrosi, A.; Bertolini, M.; Turra, A.; Fainardi, ...E.; Giampieri, E.; Remondini, D.; Castellani, G. | file con accesso da definire |
| One scan, many stories: deep learning for signal separation in multi-tracer PET imaging | 2025 | Manco, Luigi; Urso, Luca; Filippi, Luca | |
| PET Radiomics and Response to Immunotherapy in Lung Cancer: A Systematic Review of the Literature | 2023 | Evangelista, L.; Fiz, F.; Laudicella, R.; Bianconi, F.; Castello, A.; Guglielmo, P.; Liberini, V....; Manco, L.; Frantellizzi, V.; Giordano, A.; Urso, L.; Panareo, S.; Palumbo, B.; Filippi, L. | |
| PET Radiomics Signatures and Artificial Intelligence for Decoding Immunotherapy Response in Advanced Cutaneous Squamous Cell Carcinoma: A Retrospective Single-Center Study | 2025 | Manco, Luigi; Proietti, Ilaria; Scribano, Giovanni; Pirisino, Riccardo; Bagni, Oreste; Potenza, C...oncetta; Pellacani, Giovanni; Filippi, Luca | |
| PET-Derived Radiomics and Artificial Intelligence in Breast Cancer: A Systematic Review | 2022 | Urso, L.; Manco, L.; Castello, A.; Evangelista, L.; Guidi, G.; Castellani, M.; Florimonte, L.; Ci...ttanti, C.; Turra, A.; Panareo, S. | |
| Positron Emission Tomography-Derived Radiomics and Artificial Intelligence in Multiple Myeloma: State-of-the-Art | 2023 | Manco, L.; Albano, D.; Urso, L.; Arnaboldi, M.; Castellani, M.; Florimonte, L.; Guidi, G.; Turra,... A.; Castello, A.; Panareo, S. | |
| Radiomics classifier to quantify automatic segmentation quality of cardiac sub-structures for radiotherapy treatment planning | 2021 | Maffei, Nicola; Manco, Luigi; Aluisio, Giovanni; D'Angelo, Elisa; Ferrazza, Patrizia; Vanoni, Val...entina; Meduri, Bruno; Lohr, Frank; Guidi, Gabriele | file con accesso da definire |