Roberto Gatta
Roberto Gatta
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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
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 (4), 286-295, 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
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
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), 1-5, 2008
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, 2018
Radiomics for rectal cancer
N Dinapoli, C Casà, B Barbaro, GV Chiloiro, A Damiani, M Di Matteo, ...
Transl Cancer Res 5 (4), 424-431, 2016
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
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
VATE: VAlidation of high TEchnology based on large database analysis by learning machine
E Meldolesi, J van Soest, AR Alitto, R Autorino, N Dinapoli, A Dekker, ...
Colorectal Cancer 3 (5), 435-450, 2014
Unattended versus attended blood pressure measurement: mean values and determinants of the difference
A Paini, F Bertacchini, D Stassaldi, C Aggiusti, G Maruelli, C Arnoldi, ...
International journal of cardiology 274, 305-310, 2019
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, ...
Conference on Artificial Intelligence in Medicine in Europe, 351-355, 2017
Distributed learning to protect privacy in multi-centric clinical studies
A Damiani, M Vallati, R Gatta, N Dinapoli, A Jochems, T Deist, ...
Conference on artificial intelligence in medicine in europe, 65-75, 2015
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
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
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 Knowledge Capture Conference, 1-4, 2017
(68Ga)-PSMA-PET/CT for the detection of postoperative prostate cancer recurrence: possible implications on treatment volumes for radiation therapy
B De Bari, R Mazzola, D Aiello, D Aloi, R Gatta, S Corradini, M Salgarello, ...
Cancer/Radiothérapie 23 (3), 194-200, 2019
Changes in patterns of practice for prostate cancer radiotherapy in Italy 1995-2003. A survey of the Prostate Cancer Study Group of the Italian Radiation Oncology Society
L Pegurri, M Buglione, G Girelli, A Guarnieri, I Meattini, U Ricardi, ...
Tumori 100 (1), 31-37, 2014
PRODIGE: PRediction models in prOstate cancer for personalized meDIcine challenGE
AR Alitto, R Gatta, BGL Vanneste, M Vallati, E Meldolesi, A Damiani, ...
Future Oncology 13 (24), 2171-2181, 2017
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
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