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 (AIME, 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 (EMBC, 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 (EMBC, 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 (EPIA, 2015)

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 (HEALTHINF, 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 (HEALTHINF, 2016)

pMineR: An Innovative R Library for Performing Process Mining in Medicine. - Roberto Gatta; Jacopo Lenkowicz; Mauro Vallati; Eric Rojas 001; Andrea Damiani; Lucia Sacchi; Berardino De Bari; Arianna Dagliati; Carlos Fernández-Llatas; Matteo Montesi; Antonio Marchetti; Maurizio Castellano; et al. (AIME, 2017)

Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR. - Roberto Gatta; Mauro Vallati; Jacopo Lenkowicz; Eric Rojas 001; Andrea Damiani; Lucia Sacchi; Berardino De Bari; Arianna Dagliati; Carlos Fernández-Llatas; Matteo Montesi; Antonio Marchetti; Maurizio Castellano; et al. (K-CAP, 2017)

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 (ICTAI, 2018)

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 (ICCS (5), 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)

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)

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 (CBMS, 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)

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; et al. (Comput. Methods Programs Biomed., 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; et al. (Inf., 2022)

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; et al. (AIME, 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 (ICPM Workshops, 2023)