| The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ... Radiology 295 (2), 328-338, 2020 | 2840 | 2020 |
| Process mining for healthcare: Characteristics and challenges J Munoz-Gama, N Martin, C Fernandez-Llatas, OA Johnson, M Sepúlveda, ... Journal of Biomedical Informatics 127, 103994, 2022 | 245 | 2022 |
| Late-onset and long-lasting immune-related adverse events from immune checkpoint-inhibitors: An overlooked aspect in immunotherapy E Ghisoni, A Wicky, H Bouchaab, M Imbimbo, J Delyon, BG Moura, ... European journal of cancer 149, 153-164, 2021 | 128 | 2021 |
| 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 | 119 | 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 | 99 | 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 | 89 | 2021 |
| Recommendations for enhancing the usability and understandability of process mining in healthcare N Martin, J De Weerdt, C Fernández-Llatas, A Gal, R Gatta, G Ibáñez, ... Artificial Intelligence in Medicine 109, 101962, 2020 | 81 | 2020 |
| 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 | 65 | 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 | 60 | 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 | 58 | 2018 |
| Integrating radiomics into holomics for personalised oncology: from algorithms to bedside R Gatta, A Depeursinge, O Ratib, O Michielin, A Leimgruber European radiology experimental 4 (1), 1-9, 2020 | 53 | 2020 |
| 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 |
| Unattended versus attended blood pressure measurement: relationship with preclinical organ damage M Salvetti, A Paini, C Aggiusti, F Bertacchini, D Stassaldi, S Capellini, ... Hypertension 73 (3), 736-742, 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 | 44 | 2016 |
| Radiomics for rectal cancer N Dinapoli, C Casà, B Barbaro, GV Chiloiro, A Damiani, M Di Matteo, ... Translational Cancer Research 5 (4), 2016 | 43 | 2016 |
| Process mining dashboard in operating rooms: Analysis of staff expectations with analytic hierarchy process A Martinez-Millana, A Lizondo, R Gatta, S Vera, VT Salcedo, ... International journal of environmental research and public health 16 (2), 199, 2019 | 40 | 2019 |
| Cetuximab in the treatment of metastatic mucoepidermoid carcinoma of the salivary glands: a case report and review of literature S Grisanti, V Amoroso, M Buglione, A Rosati, R Gatta, C Pizzocaro, ... Journal of Medical Case Reports 2, 1-5, 2008 | 39 | 2008 |
| 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 | 38 | 2017 |
| Clinical guidelines: a crossroad of many research areas. Challenges and opportunities in process mining for healthcare R Gatta, M Vallati, C Fernández-Llatas, A Martinez-Millana, S Orini, ... Business Process Management Workshops: BPM 2019 International Workshops …, 2019 | 37 | 2019 |
| 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 | 36 | 2015 |
Andrea DamianiFondazione Policlinico Universitario Agostino GemelliVerified email at policlinicogemelli.it