Roberto Gatta

According to our database, Roberto Gatta authored at least 28 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics.

Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Andrada Mihaela Tudor, Erica Tavazzi, Mauro Vallati, Stefania Orini, Nicoletta Di Giorgi, Andrea Damiani

BMC Medical Informatics Decis. Mak., December, 2024

Securing Reproducibility and Accountability in Distributed Healthcare Analytics: A Framework Based on Blockchain and Cryptography.

Benedetta Gottardelli, Roberto Gatta, Andrea Damiani

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

GEN-RWD Sandbox Ecosystem for Privacy-Preserving Data Sharing in Healthcare Research: The Processor Module.

Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Mariachiara Savino, Andrada Mihaela Tudor, Mauro Vallati, Andrea Damiani

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

Prediction Modelling and Data Quality Assessment for Nursing Scale in a Big Hospital: A Proposal to Save Resources and Improve Data Quality.

Chiara Dachena, Roberto Gatta, Mariachiara Savino, Stefania Orini, Nicola Acampora, M. Letizia Serra, Stefano Patarnello, Christian Barillaro, Carlotta Masciocchi

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer.

Mariachiara Savino, Carlos Fernández-Llatas, Roberto Gatta, Giuditta Chiloiro, Silvia Di Franco, Gema Ibáñez-Sánchez, Zoe Valero-Ramon, Maria Antonietta Gambacorta, Vincenzo Valentini, Andrea Damiani

Proceedings of the Process Mining Workshops, 2023

On the Comparison of Markov Chains-based Models in Process Mining for Healthcare: A Case Study.

Mauro Vallati, Stefania Orini, Mariagrazia Lorusso, Mariachiara Savino, Roberto Gatta, Massimiliano Filosto

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre.

Mariachiara Savino, Nicola Acampora, Carlotta Masciocchi, Roberto Gatta, Chiara Dachena, Stefania Orini, Andrea Cambieri, Francesco Landi, Graziano Onder, Andrea Russo, Sara Salini, Vincenzo Valentini, Andrea Damiani, Stefano Patarnello, Christian Barillaro

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis.

Erica Tavazzi, Roberto Gatta, Mauro Vallati, Stefano Cotti Piccinelli, Massimiliano Filosto, Alessandro Padovani, Maurizio Castellano, Barbara Di Camillo

BMC Medical Informatics Decis. Mak., November, 2022

Process mining for healthcare: Characteristics and challenges.

Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato

J. Biomed. Informatics, 2022

2020

Recommendations for enhancing the usability and understandability of process mining in healthcare.

Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker

Artif. Intell. Medicine, 2020

A Process Mining Approach to Statistical Analysis: Application to a Real-World Advanced Melanoma Dataset.

Erica Tavazzi, Camille L. Gerard, Olivier Michielin, Alexandre Wicky, Roberto Gatta, Michel A. Cuendet

Proceedings of the Process Mining Workshops, 2020

An Empirical Analysis of Predictors for Workload Estimation in Healthcare.

Roberto Gatta, Mauro Vallati, Ilenia Pirola, Jacopo Lenkowicz, Luca Tagliaferri, Carlo Cappelli, Maurizio Castellano

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Towards a modular decision support system for radiomics: A case study on rectal cancer.

Roberto Gatta, Mauro Vallati, Nicola Dinapoli, Carlotta Masciocchi, Jacopo Lenkowicz, Davide Cusumano, Calogero Casà, Alessandra Farchione, Andrea Damiani, Johan van Soest, Andre Dekker, Vincenzo Valentini

Artif. Intell. Medicine, 2019

On the Feasibility of Distributed Process Mining in Healthcare.

Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani

Proceedings of the Computational Science - ICCS 2019, 2019

Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare.

Roberto Gatta, Mauro Vallati, Carlos Fernández-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel A. Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano

Proceedings of the Business Process Management Workshops, 2019

2018

A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare.

Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Calogero Casà, Francesco Cellini, Andrea Damiani, Vincenzo Valentini

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Expectations from a Process Mining Dashboard in Operating Rooms with Analytic Hierarchy Process.

Antonio Martinez-Millana, Aroa Lizondo, Roberto Gatta, Vicente Traver, Carlos Fernández-Llatas

Proceedings of the Business Process Management Workshops, 2018

2017

Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR.

Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Eric Rojas, Andrea Damiani, Lucia Sacchi, Berardino De Bari, Arianna Dagliati, Carlos Fernández-Llatas, Matteo Montesi, Antonio Marchetti, Maurizio Castellano, Vincenzo Valentini

Proceedings of the Knowledge Capture Conference, 2017

pMineR: An Innovative R Library for Performing Process Mining in Medicine.

Roberto Gatta, Jacopo Lenkowicz, Mauro Vallati, Eric Rojas, Andrea Damiani, Lucia Sacchi, Berardino De Bari, Arianna Dagliati, Carlos Fernández-Llatas, Matteo Montesi, Antonio Marchetti, Maurizio Castellano, Vincenzo Valentini

Proceedings of the Artificial Intelligence in Medicine, 2017

2016

Bridging the Gap between Knowledge Representation and Electronic Health Records.

Roberto Gatta, Mauro Vallati, Carlo Cappelli, Berardino De Bari, Massimo Salvetti, Silvio Finardi, Maria Lorenza Muiesan, Vincenzo Valentini, Maurizio Castellano

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

RadioBio data: A Moddicom Module to Predict Tumor Control Probability and Normal Tissue Complication Probability in Radiotherapy.

Nicola Dinapoli, Anna Rita Alitto, Mauro Vallati, Rosa Autorino, Roberto Gatta, Luca Boldrini, Andrea Damiani, Giovanna Mantini, Vincenzo Valentini

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015

On the Efficient Allocation of Diagnostic Activities in Modern Imaging Departments.

Roberto Gatta, Mauro Vallati, Nicola Mazzini, Diane E. Kitchin, Andrea Bonisoli, Alfonso Gerevini, Vincenzo Valentini

Proceedings of the Progress in Artificial Intelligence, 2015

Moddicom: a complete and easily accessible library for prognostic evaluations relying on image features.

Nicola Dinapoli, Anna Rita Alitto, Mauro Vallati, Roberto Gatta, Rosa Autorino, Luca Boldrini, Andrea Damiani, Vincenzo Valentini

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Distributed Learning to Protect Privacy in Multi-centric Clinical Studies.

Andrea Damiani, Mauro Vallati, Roberto Gatta, Nicola Dinapoli, Arthur Jochems, Timo Deist, Johan van Soest, Andre Dekker, Vincenzo Valentini

Proceedings of the Artificial Intelligence in Medicine, 2015

2014

The impact of different training sets on medical documents classification.

Roberto Gatta, Mauro Vallati, Berardino De Bari, Mahmut Ozsahin

Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014

Information Retrieval in Medicine - An Extensive Experimental Study.

Roberto Gatta, Mauro Vallati, Berardino De Bari, Nadia Pasinetti, Carlo Cappelli, Ilenia Pirola, Massimo Salvetti, Michela Buglione, Maria Lorenza Muiesan, Stefano M. Magrini, Maurizio Castellano

Proceedings of the HEALTHINF 2014, 2014

2013

Clinical Similarities: An Innovative Approach for Supporting Medical Decisions.

Mauro Vallati, Roberto Gatta, Berardino De Bari, Stefano M. Magrini

Proceedings of the MEDINFO 2013, 2013

Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients.

Mauro Vallati, Berardino De Bari, Roberto Gatta, Michela Buglione, Stefano M. Magrini, Barbara Alicja Jereczek-Fossa, Filippo Bertoni

Proceedings of the Artificial Intelligence Applications and Innovations, 2013