| Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer D Cusumano, N Dinapoli, L Boldrini, G Chiloiro, R Gatta, C Masciocchi, ... La radiologia medica 123, 286-295, 2018 | 111 | 2018 |
| Magnetic resonance, vendor-independent, intensity histogram analysis predicting pathologic complete response after radiochemotherapy of rectal cancer N Dinapoli, B Barbaro, R Gatta, G Chiloiro, C Casà, C Masciocchi, ... International Journal of Radiation Oncology* Biology* Physics 102 (4), 765-774, 2018 | 88 | 2018 |
| A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer D Cusumano, G Meijer, J Lenkowicz, G Chiloiro, L Boldrini, C Masciocchi, ... La radiologia medica 126, 421-429, 2021 | 83 | 2021 |
| Recommendations on how to establish evidence from auto-segmentation software in radiotherapy V Valentini, L Boldrini, A Damiani, LP Muren Radiotherapy and Oncology 112 (3), 317-320, 2014 | 74 | 2014 |
| Mortality from gastrointestinal congenital anomalies at 264 hospitals in 74 low-income, middle-income, and high-income countries: a multicentre, international, prospective … NJ Wright, AJM Leather, N Ade-Ajayi, N Sevdalis, J Davies, D Poenaru, ... The Lancet 398 (10297), 325-339, 2021 | 73 | 2021 |
| pMineR: An innovative R library for performing process mining in medicine R Gatta, J Lenkowicz, M Vallati, E Rojas, A Damiani, L Sacchi, B De Bari, ... Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017 | 58 | 2017 |
| Moddicom: a complete and easily accessible library for prognostic evaluations relying on image features N Dinapoli, AR Alitto, M Vallati, R Gatta, R Autorino, L Boldrini, A Damiani, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 55 | 2015 |
| ENT COBRA ONTOLOGY: the covariates classification system proposed by the Head & Neck and Skin GEC-ESTRO Working Group for interdisciplinary standardized data collection in head … L Tagliaferri, A Budrukkar, J Lenkowicz, M Cambeiro, F Bussu, JL Guinot, ... Journal of contemporary brachytherapy 10 (3), 260-266, 2018 | 54 | 2018 |
| Timing to achieve the highest rate of pCR after preoperative radiochemotherapy in rectal cancer: a pooled analysis of 3085 patients from 7 randomized trials MA Gambacorta, C Masciocchi, G Chiloiro, E Meldolesi, G Macchia, ... Radiotherapy and Oncology 154, 154-160, 2021 | 53 | 2021 |
| ENT COBRA (Consortium for Brachytherapy Data Analysis): interdisciplinary standardized data collection system for head and neck patients treated with interventional … L Tagliaferri, G Kovács, R Autorino, A Budrukkar, JL Guinot, G Hildebrand, ... Journal of Contemporary Brachytherapy 8 (4), 336-343, 2016 | 52 | 2016 |
| An umbrella protocol for standardized data collection (SDC) in rectal cancer: a prospective uniform naming and procedure convention to support personalized medicine E Meldolesi, J van Soest, N Dinapoli, A Dekker, A Damiani, ... Radiotherapy and Oncology 112 (1), 59-62, 2014 | 47 | 2014 |
| Towards a modular decision support system for radiomics: A case study on rectal cancer R Gatta, M Vallati, N Dinapoli, C Masciocchi, J Lenkowicz, D Cusumano, ... Artificial intelligence in medicine 96, 145-153, 2019 | 45 | 2019 |
| Standardized data collection to build prediction models in oncology: a prototype for rectal cancer E Meldolesi, J Van Soest, A Damiani, A Dekker, AR Alitto, M Campitelli, ... Future Oncology 12 (1), 119-136, 2016 | 45 | 2016 |
| Delta radiomics can predict distant metastasis in locally advanced rectal cancer: the challenge to personalize the cure G Chiloiro, P Rodriguez-Carnero, J Lenkowicz, C Casa, C Masciocchi, ... Frontiers in Oncology 10, 595012, 2020 | 43 | 2020 |
| Radiomics for rectal cancer N Dinapoli, C Casà, B Barbaro, GV Chiloiro, A Damiani, M Di Matteo, ... Translational Cancer Research 5 (4), 2016 | 42 | 2016 |
| SKIN-COBRA (Consortium for Brachytherapy data Analysis) ontology: The first step towards interdisciplinary standardized data collection for personalized oncology in skin cancer V Lancellotta, JL Guinot, B Fionda, A Rembielak, A Di Stefani, ... Journal of contemporary brachytherapy 12 (2), 105-110, 2020 | 37 | 2020 |
| Generating and comparing knowledge graphs of medical processes using pMineR R Gatta, M Vallati, J Lenkowicz, E Rojas, A Damiani, L Sacchi, B De Bari, ... Proceedings of the 9th Knowledge Capture Conference, 1-4, 2017 | 33 | 2017 |
| Distributed learning to protect privacy in multi-centric clinical studies A Damiani, M Vallati, R Gatta, N Dinapoli, A Jochems, T Deist, J van Soest, ... Artificial Intelligence in Medicine: 15th Conference on Artificial …, 2015 | 33 | 2015 |
| Building an artificial intelligence laboratory based on real world data: the experience of gemelli generator A Damiani, C Masciocchi, J Lenkowicz, ND Capocchiano, L Boldrini, ... Frontiers in Computer Science 3, 768266, 2021 | 25 | 2021 |
| A framework for event log generation and knowledge representation for process mining in healthcare R Gatta, M Vallati, J Lenkowicz, C Casá, F Cellini, A Damiani, V Valentini 2018 IEEE 30th International Conference on Tools with Artificial …, 2018 | 25 | 2018 |
