Andrea Damiani

37 papers B 7C 6Journal 7Unranked 16
YearRankTypeTitle / Venue / Authors
2025 — conf
Privacy-by-design GEN-RWD Sandbox for Distributed Multicentric Data Analysis in Healthcare: The Proxy Module.
ICHI
Leonardo Nucciarelli, Benedetta Gottardelli, Andrada Mihaela Tudor, Mauro Vallati, Erica Tavazzi, Stefania Orini, Roberto Gatta, Giovanni Arcuri, Andrea Damiani
2025 — conf
Towards Distributed Process Discovery in Healthcare: Testing and Proving the Feasibility of the Federated Alpha+ Algorithm.
AIME (2)
Leonardo Nucciarelli, Roberto Gatta, Andrada Mihaela Tudor, Erica Tavazzi, Giovanni Arcuri, Mauro Vallati, Gema Ibáñez-Sánchez, Zoe Valero-Ramon, Carlos Fernández-Llatas, Andrea Damiani
2024 — conf
Fast Voltage Estimation on MV Distribution Networks Through a Machine Learning Hybrid.
RTSI
Leonardo Gori, Alessandro Verosimile, Andrea Damiani, Marco D. Santambrogio, Francesca Soldan, Enea Bionda, Carlo Tornelli
2024 — conf
GEN-RWD Sandbox Ecosystem for Privacy-Preserving Data Sharing in Healthcare Research: The Processor Module.
ICHI
Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Mariachiara Savino, Andrada Mihaela Tudor, Mauro Vallati, Andrea Damiani
2024 J jnl
GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics.
BMC Medical Informatics Decis. Mak.
Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Andrada Mihaela Tudor, Erica Tavazzi, Mauro Vallati, Stefania Orini, Nicoletta Di Giorgi, Andrea Damiani
2024 C conf
SATL: A Spatial Architecture Rapid Prototyping Framework for Irregular Applications Acceleration.
ICCD
Francesco Peverelli, Alessandro Verosimile, Davide Conficconi, Andrea Damiani, Marco D. Santambrogio
2024 — conf
Securing Reproducibility and Accountability in Distributed Healthcare Analytics: A Framework Based on Blockchain and Cryptography.
MIE
Benedetta Gottardelli, Roberto Gatta, Andrea Damiani
2024 B conf
YoseUe: "trimming" Random Forest's training towards resource-constrained inference.
ASPDAC
Alessandro Verosimile, Alessandro Tierno, Andrea Damiani, Marco D. Santambrogio
2023 — conf
An Enhanced Standardization and Qualification Mechanism for Heterogeneous Healthcare Data.
MIE
George Manias, Ainhoa Azqueta-Alzúaz, Andrea Damiani, Eshita Dhar, Eleftheria Kouremenou, Marta Patiño-Martínez, Mariachiara Savino, Syed Abdul Shabbir, Dimosthenis Kyriazis
2023 B conf
An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre.
AIME
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
2023 — conf
Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer.
ICPM Workshops
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
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
2022 J jnl
A real-time integrated framework to support clinical decision making for covid-19 patients.
Comput. Methods Programs Biomed.
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
2022 J jnl
BlastFunction: A Full-stack Framework Bringing FPGA Hardware Acceleration to Cloud-native Applications.
ACM Trans. Reconfigurable Technol. Syst.
Andrea Damiani, Giorgia Fiscaletti, Marco Bacis, Rolando Brondolin, Marco D. Santambrogio
2022 B conf
Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine.
CBMS
Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani
2022 C conf
From Distributed Sensing to Virtual Sensors: a Domain-Specific Language for Reactive Centralized Edge-Fog-Cloud Computation.
EUC
Andrea Damiani, Marco Rabozzi, Kaixi Matteo Chen, Lorenzo Di Tucci, Marco D. Santambrogio
2022 — conf
Large Forests and Where to "Partially" Fit Them.
ASP-DAC
Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
2022 C conf
Obstruction simulation in real-time 3D audio on edge systems.
EUC
Mattia Surricchio, Andrea Damiani, Marco D. Santambrogio
2021 J jnl
Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator.
Frontiers Comput. Sci.
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
2021 — conf
Expertise and trade-offs in competence transfer from academia to industry: a successful case study.
RTSI
Andrea Damiani, Emanuele Del Sozzo, Marco Domenico Santambrogio
2021 — conf
FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals.
RTSI
Mirko Salaris, Andrea Damiani, Edoardo Putti, Luca Stornaiuolo
2021 — conf
Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms.
IPDPS Workshops
Lorenzo Farinelli, Daniele Valentino De Vincenti, Andrea Damiani, Luca Stornaiuolo, Rolando Brondolin, Marco D. Santambrogio, Donatella Sciuto
2021 — conf
Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios.
RTSI
Guido Walter Di Donato, Andrea Damiani, Alberto Parravicini, Enea Bionda, Francesca Soldan, Carlo Tornelli, Marco D. Santambrogio
2021 C conf
iHELP: Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records.
ISCC
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, Pavlos Kranas, Dimosthenis Kyriazis, Artitaya Lophatananon, Shwetambara Malwade, George Marinos, Fabio Melillo, Vicent Moncho Mas, Kenneth Muir, Marzena Nieroda, Antonio De Nigro, Claudia Pandolfo, Marta Patiño-Martínez, Florin Picioroaga, Aristodemos Pnevmatikakis, Shabbir Syed-Abdul, Tanja Tomson, Dilyana Vicheva, Usman Wajid
2020 — conf
SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes.
GCAIoT
Eliana S. Stivan, Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
2019 — conf
On the Feasibility of Distributed Process Mining in Healthcare.
ICCS (5)
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Carlotta Masciocchi, Francesco Cellini, Luca Boldrini, Carlos Fernández-Llatas, Vincenzo Valentini, Andrea Damiani
2019 J jnl
Towards a modular decision support system for radiomics: A case study on rectal cancer.
Artif. Intell. Medicine
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
2018 B conf
A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare.
ICTAI
Roberto Gatta, Mauro Vallati, Jacopo Lenkowicz, Calogero Casà, Francesco Cellini, Andrea Damiani, Vincenzo Valentini
2018 J jnl
MARC: A Resource Consumption Modeling Service for Self-Aware Autonomous Agents.
ACM Trans. Auton. Adapt. Syst.
Matteo Ferroni, Andrea Corna, Andrea Damiani, Rolando Brondolin, John Kubiatowicz, Donatella Sciuto, Marco D. Santambrogio
2017 B conf
Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR.
K-CAP
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
2017 J jnl
Power Consumption Models for Multi-Tenant Server Infrastructures.
ACM Trans. Archit. Code Optim.
Matteo Ferroni, Andrea Corna, Andrea Damiani, Rolando Brondolin, Juan A. Colmenares, Steven A. Hofmeyr, John Kubiatowicz, Marco D. Santambrogio
2017 B conf
pMineR: An Innovative R Library for Performing Process Mining in Medicine.
AIME
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
2016 — conf
RadioBio data: A Moddicom Module to Predict Tumor Control Probability and Normal Tissue Complication Probability in Radiotherapy.
HEALTHINF
Nicola Dinapoli, Anna Rita Alitto, Mauro Vallati, Rosa Autorino, Roberto Gatta, Luca Boldrini, Andrea Damiani, Giovanna Mantini, Vincenzo Valentini
2015 B conf
Distributed Learning to Protect Privacy in Multi-centric Clinical Studies.
AIME
Andrea Damiani, Mauro Vallati, Roberto Gatta, Nicola Dinapoli, Arthur Jochems, Timo Deist, Johan van Soest, Andre Dekker, Vincenzo Valentini
2015 — conf
Moddicom: a complete and easily accessible library for prognostic evaluations relying on image features.
EMBC
Nicola Dinapoli, Anna Rita Alitto, Mauro Vallati, Roberto Gatta, Rosa Autorino, Luca Boldrini, Andrea Damiani, Vincenzo Valentini
2015 C conf
OpenMPower: An Open and Accessible Database About Real World Mobile Devices.
EUC
Andrea Corna, Andrea Damiani, Matteo Ferroni, Alessandro Antonio Nacci, Donatella Sciuto, Marco Domenico Santambrogio
2014 C conf
cODA: An Open-Source Framework to Easily Design Context-Aware Android Apps.
EUC
Matteo Ferroni, Andrea Damiani, Alessandro Antonio Nacci, Donatella Sciuto, Marco Domenico Santambrogio