In-vivo range verification analysis with in-beam PET data for patients treated with proton therapy at CNAO M Moglioni, AC Kraan, G Baroni, G Battistoni, N Belcari, A Berti, P Carra, ... Frontiers in Oncology 12, 929949, 2022 | 18 | 2022 |
Localization of anatomical changes in patients during proton therapy with in‐beam PET monitoring: A voxel‐based morphometry approach exploiting Monte Carlo simulations AC Kraan, A Berti, A Retico, G Baroni, G Battistoni, N Belcari, P Cerello, ... Medical Physics 49 (1), 23-40, 2022 | 16 | 2022 |
On the Applicability of Prototypical Part Learning in Medical Images: Breast Masses Classification Using ProtoPNet G Carloni, A Berti, C Iacconi, MA Pascali, S Colantonio International Conference on Pattern Recognition, 539-557, 2022 | 10 | 2022 |
The role of causality in explainable artificial intelligence G Carloni, A Berti, S Colantonio arXiv preprint arXiv:2309.09901, 2023 | 7 | 2023 |
Analysis methods for in-beam PET images in proton therapy treatment verification: a comparison based on Monte Carlo simulations M Moglioni, AC Kraan, A Berti, P Carra, P Cerello, M Ciocca, V Ferrero, ... Journal of Instrumentation 18 (01), C01001, 2023 | 4 | 2023 |
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project A Berti, G Carloni, S Colantonio, MA Pascali, P Manghi, P Pagano, ... 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 3 | 2022 |
Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals A Berti, R Buongiorno, G Carloni, C Caudai, G Del Corso, D Germanese, ... Ital-IA 3486, 2023 | 2 | 2023 |
Using the gamma-index analysis for inter-fractional comparison of in-beam PET images for head-and-neck treatment monitoring in proton therapy: A Monte Carlo simulation study AC Kraan, M Moglioni, G Battistoni, D Bersani, A Berti, P Carra, P Cerello, ... Physica Medica 120, 103329, 2024 | 1 | 2024 |
AI trustworthiness in prostate cancer imaging: a look at algorithmic and system transparency* S Colantonio, A Berti, R Buongiorno, G Del Corso, E Pachetti, MA Pascali, ... 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in …, 2023 | 1 | 2023 |
Synthetic CT imaging for PET monitoring in proton therapy: a simulation study M Moglioni, P Carra, S Arezzini, N Belcari, D Bersani, A Berti, MG Bisogni, ... Physics in Medicine & Biology 69 (6), 065011, 2024 | | 2024 |
From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment A Berti, R Buongiorno, G Carloni, C Caudai, F Conti, G Del Corso, ... | | 2024 |
MLS analysis of INSIDE in-beam PET images for the detection of morphological changes in patients treated with protontherapy M Moglioni, AC Kraan, A Berti, P Carra, P Cerello, M Ciocca, V Ferrero, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2023 | | 2023 |
Exploring the potential and challenges of AI in clinical diagnostics and remote assistance of individuals A Berti, R Buongiorno, G Carloni, C Caudai, G del Corso, D Germanese, ... Convegno Nazionale CINI sull'Intelligenza Artificiale (ITAL-IA), 2023 | | 2023 |
DETECTION OF INTER-FRACTION MORPHOLOGICAL VARIATIONS IN 12C IONS TREATMENTS: RESULTS FROM A CLINICAL TRIAL AT CNAO FACILITY M De Simoni, G Battistoni, A Berti, MG Bisogni, P Carra, P Cerello, ... Physica Medica 104, S58, 2022 | | 2022 |
SI-Lab Annual Research Report 2021 M Righi, GR Leone, A Carboni, C Caudai, S Colantonio, EE Kuruoglu, ... Consiglio Nazionale delle Ricerche, 2022 | | 2022 |
In-vivo inter-fractional monitoring in particle therapy with the INSIDE in-beam PET V Ferrero, G Battistoni, N Belcari, A Berti, G Bisogni, P Cerello, M Ciocca, ... Physica Medica: European Journal of Medical Physics 92, S42, 2021 | | 2021 |
Identification of Morphological Changes in Head-And-Neck Patients Through In-Beam PET Monitoring in Proton Therapy AC Kraan, A Berti, A Retico, G Battistoni, P Cerello, D Del Sarto, V Ferrero, ... MEDICAL PHYSICS 48 (6), 2021 | | 2021 |
Localization of possible morphological changes in patients during hadrontherapy by the INSIDE PET monitoring system A BERTI | | 2020 |
An Explainable-by-Design End-to-End Ai Framework Based on Prototypical Part Learning for Lesion Detection and Classification in Dbt Images A Berti, C Scapicchio, C Iacconi, CML Trombadori, ME Fantacci, A Retico, ... Available at SSRN 4904445, 0 | | |