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Roberto Gatta
Roberto Gatta
PhD
Verified email at unibs.it
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Cited by
Cited by
Year
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
22882020
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
1532022
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
1092018
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
952021
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
872018
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
812021
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
682020
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
552015
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
542017
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
532018
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
452019
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
452016
Radiomics for rectal cancer
N Dinapoli, C Casà, B Barbaro, GV Chiloiro, A Damiani, M Di Matteo, ...
Translational Cancer Research 5 (4), 2016
422016
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
412020
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
382019
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
372008
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
352019
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
332019
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
332015
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
312017
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