Vincenzo Valentini

According to our database, Vincenzo Valentini authored at least 18 papers between 2015 and 2023.

Collaborative distances:

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

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

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

HIV Patients' Tracer for Clinical Assistance and Research during the COVID-19 Epidemic (INTERFACE): A Paradigm for Chronic Conditions.

Antonella Cingolani, Konstantina Kostopoulou, Alice Luraschi, Aristodemos Pnevmatikakis, Silvia Lamonica, Sofoklis A. Kyriazakos, Chiara Iacomini, Francesco Vladimiro Segala, Giulia Micheli, Cristina Seguiti, Stathis Kanavos, Alfredo Cesario, Enrica Tamburrini, Stefano Patarnello, Vincenzo Valentini, Roberto Cauda

Inf., 2022

A real-time integrated framework to support clinical decision making for covid-19 patients.

Rita Murri, Carlotta Masciocchi, Jacopo Lenkowicz, Massimo Fantoni, Andrea Damiani, Antonio Marchetti, Paolo Domenico Angelo Sergi, Giovanni Arcuri, Alfredo Cesario, Stefano Patarnello, Massimo Antonelli, Rocco Bellantone, Roberto Bernabei, Stefania Boccia, Paolo Calabresi, Andrea Cambieri, Roberto Cauda, Cesare Colosimo, Filippo Crea, Ruggero De Maria, Valerio De Stefano, Francesco Franceschi, Antonio Gasbarrini, Raffaele Landolfi, Ornella Parolini, Luca Richeldi, Maurizio Sanguinetti, Andrea Urbani, Maurizio Zega, Giovanni Scambia, Vincenzo Valentini

Comput. Methods Programs Biomed., 2022

Local tuning of radiomics-based model for predicting pathological response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer.

Bin Tang, Jacopo Lenkowicz, Qian Peng, Luca Boldrini, Qing Hou, Nicola Dinapoli, Vincenzo Valentini, Peng Diao, Gang Yin, Lucia Clara Orlandini

BMC Medical Imaging, 2022

Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine.

Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021

Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator.

Andrea Damiani, Carlotta Masciocchi, Jacopo Lenkowicz, Nikola Dino Capocchiano, Luca Boldrini, Luca Tagliaferri, A. Cesario, P. Sergi, Antonio Marchetti, Alice Luraschi, Stefano Patarnello, Vincenzo Valentini

Frontiers Comput. Sci., 2021

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

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

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

Analysis of serial CT images for studying the RT effects in head-neck cancer patients.

Maria Luisa Belli, Sara Broggi, Elisa Scalco, Giovanni Mauro Cattaneo, Italo Dell'Oca, Gerlinde Logghe, Stefano Moriconi, Giuseppe Sanguineti, Vincenzo Valentini, Nadia Di Muzio, Claudio Fiorino, Riccardo Calandrino

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