| Machine learning-based models for prediction of toxicity outcomes in radiotherapy LJ Isaksson, M Pepa, M Zaffaroni, G Marvaso, D Alterio, S Volpe, ... Frontiers in oncology 10, 790, 2020 | 99 | 2020 |
| Effects of MRI image normalization techniques in prostate cancer radiomics LJ Isaksson, S Raimondi, F Botta, M Pepa, SG Gugliandolo, ... Physica Medica 71, 7-13, 2020 | 76 | 2020 |
| MRI-based radiomics signature for localized prostate cancer: a new clinical tool for cancer aggressiveness prediction? Sub-study of prospective phase II trial on ultra … SG Gugliandolo, M Pepa, LJ Isaksson, G Marvaso, S Raimondi, F Botta, ... European Radiology 31, 716-728, 2021 | 42 | 2021 |
| Machine learning for head and neck cancer: a safe bet?—a clinically oriented systematic review for the radiation oncologist S Volpe, M Pepa, M Zaffaroni, F Bellerba, R Santamaria, G Marvaso, ... Frontiers in Oncology 11, 772663, 2021 | 23 | 2021 |
| Mixup (sample pairing) can improve the performance of deep segmentation networks LJ Isaksson, P Summers, S Raimondi, S Gandini, A Bhalerao, G Marvaso, ... JAISCR 12 (1), 29-39, 2022 | 18 | 2022 |
| Quality assurance for automatically generated contours with additional deep learning LJ Isaksson, P Summers, A Bhalerao, S Gandini, S Raimondi, M Pepa, ... Insights into Imaging 13 (1), 137, 2022 | 16 | 2022 |
| Comparison of automated segmentation techniques for magnetic resonance images of the prostate LJ Isaksson, M Pepa, P Summers, M Zaffaroni, MG Vincini, G Corrao, ... BMC medical imaging 23 (1), 32, 2023 | 15 | 2023 |
| Automatic segmentation with deep learning in radiotherapy LJ Isaksson, P Summers, F Mastroleo, G Marvaso, G Corrao, MG Vincini, ... Cancers 15 (17), 4389, 2023 | 14 | 2023 |
| The role of radiomics in tongue cancer: A new tool for prognosis prediction C Mossinelli, M Tagliabue, F Ruju, G Cammarata, S Volpe, S Raimondi, ... Head & Neck 45 (4), 849-861, 2023 | 12 | 2023 |
| High-performance prediction models for prostate cancer radiomics LJ Isaksson, M Repetto, PE Summers, M Pepa, M Zaffaroni, MG Vincini, ... Informatics in Medicine Unlocked 37, 101161, 2023 | 7 | 2023 |
| Brain metastases from NSCLC treated with stereotactic radiotherapy: Prediction mismatch between two different radiomic platforms G Carloni, C Garibaldi, G Marvaso, S Volpe, M Zaffaroni, M Pepa, ... Radiotherapy and Oncology 178, 109424, 2023 | 7 | 2023 |
| Geometric contour variation in clinical target volume of axillary lymph nodes in breast cancer radiotherapy: an AIRO multi-institutional study MC Leonardi, M Pepa, SG Gugliandolo, R Luraschi, S Vigorito, DP Rojas, ... The British Journal of Radiology 94 (1123), 20201177, 2021 | 7 | 2021 |
| COVID-19 safe and fully operational radiotherapy: an AIRO survey depicting the Italian landscape at the dawn of phase 2 BA Jereczek-Fossa, M Pepa, M Zaffaroni, G Marvaso, A Bruni, ... Radiotherapy and Oncology 155, 120-122, 2021 | 7 | 2021 |
| Starzy nska, A.; Leonardi, MC; et al LJ Isaksson, M Pepa, M Zaffaroni, G Marvaso, D Alterio, S Volpe, ... Machine learning-based models for prediction of toxicity outcomes in …, 2020 | 6 | 2020 |
| Impact of image filtering and assessment of volume-confounding effects on CT radiomic features and derived survival models in non-small cell lung cancer S Volpe, LJ Isaksson, M Zaffaroni, M Pepa, S Raimondi, F Botta, GL Presti, ... Translational lung cancer research 11 (12), 2452, 2022 | 5 | 2022 |
| Back to (new) normality—A CODRAL/AIRO-L survey on cancer radiotherapy in Lombardy during Italian COVID-19 phase 2 BA Jereczek-Fossa, M Pepa, G Marvaso, JL Isaksson, CP Soatti, ... Medical Oncology 37, 1-9, 2020 | 5 | 2020 |
| Can we predict pathology without surgery? Weighing the added value of multiparametric MRI and whole prostate radiomics in integrative machine learning models G Marvaso, LJ Isaksson, M Zaffaroni, MG Vincini, PE Summers, M Pepa, ... European Radiology, 1-13, 2024 | 3 | 2024 |
| Blood-and Imaging-Derived Biomarkers for Oncological Outcome Modelling in Oropharyngeal Cancer: Exploring the Low-Hanging Fruit S Volpe, A Gaeta, F Colombo, M Zaffaroni, F Mastroleo, MG Vincini, ... Cancers 15 (7), 2022, 2023 | 2 | 2023 |
| The dosimetric impact of axillary nodes contouring variability in breast cancer radiotherapy: An AIRO multi-institutional study MC Leonardi, M Pepa, R Luraschi, S Vigorito, S Dicuonzo, LJ Isaksson, ... Radiotherapy and Oncology 168, 113-120, 2022 | 2 | 2022 |
| The emerging role of Artificial Intelligence in proton therapy: A review LJ Isaksson, F Mastroleo, MG Vincini, G Marvaso, M Zaffaroni, M Gola, ... Critical Reviews in Oncology/Hematology 204, 104485, 2024 | 1 | 2024 |
