cODA: An Open-Source Framework to Easily Design Context-Aware Android Apps. - Matteo Ferroni; Andrea Damiani; Alessandro Antonio Nacci; Donatella Sciuto; Marco Domenico Santambrogio (EUC, 2014)

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)

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)

OpenMPower: An Open and Accessible Database About Real World Mobile Devices. - Andrea Corna; Andrea Damiani; Matteo Ferroni; Alessandro Antonio Nacci; Donatella Sciuto; Marco Domenico Santambrogio (EUC, 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)

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)

Power Consumption Models for Multi-Tenant Server Infrastructures. - Matteo Ferroni; Andrea Corna; Andrea Damiani; Rolando Brondolin; Juan A. Colmenares; Steven A. Hofmeyr; John Kubiatowicz; Marco D. Santambrogio (ACM Trans. Archit. Code Optim., 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)

MARC: A Resource Consumption Modeling Service for Self-Aware Autonomous Agents. - Matteo Ferroni; Andrea Corna; Andrea Damiani; Rolando Brondolin; John Kubiatowicz; Donatella Sciuto; Marco D. Santambrogio (ACM Trans. Auton. Adapt. Syst., 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)

SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes. - Eliana S. Stivan; Andrea Damiani; Emanuele Del Sozzo; Marco D. Santambrogio (GCAIoT, 2020)

Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms. - Lorenzo Farinelli; Daniele Valentino De Vincenti; Andrea Damiani; Luca Stornaiuolo; Rolando Brondolin; Marco D. Santambrogio; Donatella Sciuto (IPDPS Workshops, 2021)

iHELP: Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records. - George Manias; Harm op den Akker; Ainhoa Azqueta-Alzúaz; Diego Burgos-Sancho; Nikola Dino Capocchiano; Borja Llobell Crespo; Athanasios Dalianis; Andrea Damiani; Krasimir Filipov; Giorgos Giotis; Maritini Kalogerini; Rostislav Kostadinov; et al. (ISCC, 2021)

Expertise and trade-offs in competence transfer from academia to industry: a successful case study. - Andrea Damiani; Emanuele Del Sozzo; Marco Domenico Santambrogio (RTSI, 2021)

Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios. - Guido Walter Di Donato; Andrea Damiani; Alberto Parravicini; Enea Bionda; Francesca Soldan; Carlo Tornelli; Marco D. Santambrogio (RTSI, 2021)

FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals. - Mirko Salaris; Andrea Damiani; Edoardo Putti; Luca Stornaiuolo (RTSI, 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)

Large Forests and Where to "Partially" Fit Them. - Andrea Damiani; Emanuele Del Sozzo; Marco D. Santambrogio (ASP-DAC, 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 (CBMS, 2022)

From Distributed Sensing to Virtual Sensors: a Domain-Specific Language for Reactive Centralized Edge-Fog-Cloud Computation. - Andrea Damiani; Marco Rabozzi; Kaixi Matteo Chen; Lorenzo Di Tucci; Marco D. Santambrogio (EUC, 2022)

Obstruction simulation in real-time 3D audio on edge systems. - Mattia Surricchio; Andrea Damiani; Marco D. Santambrogio (EUC, 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)

BlastFunction: A Full-stack Framework Bringing FPGA Hardware Acceleration to Cloud-native Applications. - Andrea Damiani; Giorgia Fiscaletti; Marco Bacis; Rolando Brondolin; Marco D. Santambrogio (ACM Trans. Reconfigurable Technol. Syst., 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)

An Enhanced Standardization and Qualification Mechanism for Heterogeneous Healthcare Data. - George Manias; Ainhoa Azqueta-Alzúaz; Andrea Damiani; Eshita Dhar; Eleftheria Kouremenou; Marta Patiño-Martínez; Mariachiara Savino; Syed Abdul Shabbir; Dimosthenis Kyriazis (MIE, 2023)

On how to facilitate hardware acceleration of machine learning for non-experts in hardware design over the Edge, the Fog, and the Cloud - Andrea Damiani (2023)

YoseUe: "trimming" Random Forest's training towards resource-constrained inference. - Alessandro Verosimile; Alessandro Tierno; Andrea Damiani; Marco D. Santambrogio (ASPDAC, 2024)

SATL: A Spatial Architecture Rapid Prototyping Framework for Irregular Applications Acceleration. - Francesco Peverelli; Alessandro Verosimile; Davide Conficconi; Andrea Damiani; Marco D. Santambrogio (ICCD, 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 (ICHI, 2024)

Securing Reproducibility and Accountability in Distributed Healthcare Analytics: A Framework Based on Blockchain and Cryptography. - Benedetta Gottardelli; Roberto Gatta; Andrea Damiani (MIE, 2024)

Fast Voltage Estimation on MV Distribution Networks Through a Machine Learning Hybrid. - Leonardo Gori; Alessandro Verosimile; Andrea Damiani; Marco D. Santambrogio; Francesca Soldan; Enea Bionda; Carlo Tornelli (RTSI, 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., 2024)

Towards Distributed Process Discovery in Healthcare: Testing and Proving the Feasibility of the Federated Alpha+ Algorithm. - Leonardo Nucciarelli; Roberto Gatta; Andrada Mihaela Tudor; Erica Tavazzi; Giovanni Arcuri; Mauro Vallati; Gema Ibáñez-Sánchez; Zoe Valero-Ramon; Carlos Fernández-Llatas; Andrea Damiani (AIME (2), 2025)

Privacy-by-design GEN-RWD Sandbox for Distributed Multicentric Data Analysis in Healthcare: The Proxy Module. - Leonardo Nucciarelli; Benedetta Gottardelli; Andrada Mihaela Tudor; Mauro Vallati; Erica Tavazzi; Stefania Orini; Roberto Gatta; Giovanni Arcuri; Andrea Damiani (ICHI, 2025)