Vincenzo Valentini

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 14

Top Topics

Cancer Patients

Clinical Studies

Top Venues

Artif. Intell. Medicine

Publications

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
Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer. ICPM Workshops (2023)
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
An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre. AIME (2023)
Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani
Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine. CBMS (2022)
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
A real-time integrated framework to support clinical decision making for covid-19 patients. Comput. Methods Programs Biomed. 217 (2022)
Bin Tang, Jacopo Lenkowicz, Qian Peng, Luca Boldrini, Qing Hou, Nicola Dinapoli, Vincenzo Valentini, Peng Diao, Gang Yin, Lucia Clara Orlandini
Local tuning of radiomics-based model for predicting pathological response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. BMC Medical Imaging 22 (1) (2022)
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
HIV Patients' Tracer for Clinical Assistance and Research during the COVID-19 Epidemic (INTERFACE): A Paradigm for Chronic Conditions. Inf. 13 (2) (2022)
Andrea Damiani, Carlotta Masciocchi, Jacopo Lenkowicz, Nikola Dino Capocchiano, Luca Boldrini, Luca Tagliaferri, A. Cesario, P. Sergi, Antonio Marchetti, A. Luraschi, S. Patarnello, Vincenzo Valentini
Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator. Frontiers Comput. Sci. 3 (2021)
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani
On the Feasibility of Distributed Process Mining in Healthcare. ICCS (5) (2019)
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
Towards a modular decision support system for radiomics: A case study on rectal cancer. Artif. Intell. Medicine 96 (2019)
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Calogero Casà, Francesco Cellini, Andrea Damiani, Vincenzo Valentini
A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare. ICTAI (2018)
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
Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR. K-CAP (2017)
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
pMineR: An Innovative R Library for Performing Process Mining in Medicine. AIME (2017)
Roberto Gatta, Mauro Vallati, Carlo Cappelli, Berardino De Bari, Massimo Salvetti, Silvio Finardi, Maria Lorenza Muiesan, Vincenzo Valentini, Maurizio Castellano
Bridging the Gap between Knowledge Representation and Electronic Health Records. HEALTHINF (2016)
Nicola Dinapoli, Anna Rita Alitto, Mauro Vallati, Rosa Autorino, Roberto Gatta, Luca Boldrini, Andrea Damiani, Giovanna Mantini, Vincenzo Valentini
RadioBio data: A Moddicom Module to Predict Tumor Control Probability and Normal Tissue Complication Probability in Radiotherapy. HEALTHINF (2016)
Nicola Dinapoli, Anna Rita Alitto, Mauro Vallati, Roberto Gatta, Rosa Autorino, Luca Boldrini, Andrea Damiani, Vincenzo Valentini
Moddicom: a complete and easily accessible library for prognostic evaluations relying on image features. EMBC (2015)
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
Analysis of serial CT images for studying the RT effects in head-neck cancer patients. EMBC (2015)
Andrea Damiani, Mauro Vallati, Roberto Gatta, Nicola Dinapoli, Arthur Jochems, Timo Deist, Johan van Soest, Andre Dekker, Vincenzo Valentini
Distributed Learning to Protect Privacy in Multi-centric Clinical Studies. AIME (2015)
Roberto Gatta, Mauro Vallati, Nicola Mazzini, Diane E. Kitchin, Andrea Bonisoli, Alfonso Gerevini, Vincenzo Valentini
On the Efficient Allocation of Diagnostic Activities in Modern Imaging Departments. EPIA (2015)