Andrea Damiani

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Patient Monitoring

Machine Learning

Clinical Guidelines

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Alessandro Verosimile, Alessandro Tierno, Andrea Damiani, Marco D. Santambrogio
YoseUe: "trimming" Random Forest's training towards resource-constrained inference. ASPDAC (2024)
Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Andrada Mihaela Tudor, Erica Tavazzi, Mauro Vallati, Stefania Orini, Nicoletta Di Giorgi, Andrea Damiani
GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
George Manias, Ainhoa Azqueta-Alzúaz, Andrea Damiani, Eshita Dhar, Eleftheria Kouremenou, Marta Patiño-Martínez, Mariachiara Savino, Syed Abdul Shabbir, Dimosthenis Kyriazis
An Enhanced Standardization and Qualification Mechanism for Heterogeneous Healthcare Data. MIE (2023)
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)
Andrea Damiani, Giorgia Fiscaletti, Marco Bacis, Rolando Brondolin, Marco D. Santambrogio
BlastFunction: A Full-stack Framework Bringing FPGA Hardware Acceleration to Cloud-native Applications. ACM Trans. Reconfigurable Technol. Syst. 15 (2) (2022)
Andrea Damiani, Marco Rabozzi, Kaixi Matteo Chen, Lorenzo Di Tucci, Marco D. Santambrogio
From Distributed Sensing to Virtual Sensors: a Domain-Specific Language for Reactive Centralized Edge-Fog-Cloud Computation. EUC (2022)
Mattia Surricchio, Andrea Damiani, Marco D. Santambrogio
Obstruction simulation in real-time 3D audio on edge systems. EUC (2022)
Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
Large Forests and Where to "Partially" Fit Them. ASP-DAC (2022)
Mirko Salaris, Andrea Damiani, Edoardo Putti, Luca Stornaiuolo
FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals. RTSI (2021)
George Manias, Harm op den Akker, Ainhoa Azqueta-Alzúaz, Diego Burgos, 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
iHELP: Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records. ISCC (2021)
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)
Andrea Damiani, Emanuele Del Sozzo, Marco Domenico Santambrogio
Expertise and trade-offs in competence transfer from academia to industry: a successful case study. RTSI (2021)
Guido Walter Di Donato, Andrea Damiani, Alberto Parravicini, Enea Bionda, Francesca Soldan, Carlo Tornelli, Marco D. Santambrogio
Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios. RTSI (2021)
Lorenzo Farinelli, Daniele Valentino De Vincenti, Andrea Damiani, Luca Stornaiuolo, Rolando Brondolin, Marco D. Santambrogio, Donatella Sciuto
Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms. IPDPS Workshops (2021)
Eliana S. Stivan, Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes. GCAIoT (2020)
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)
Matteo Ferroni, Andrea Corna, Andrea Damiani, Rolando Brondolin, John Kubiatowicz, Donatella Sciuto, Marco D. Santambrogio
MARC: A Resource Consumption Modeling Service for Self-Aware Autonomous Agents. ACM Trans. Auton. Adapt. Syst. 12 (4) (2018)
Matteo Ferroni, Andrea Corna, Andrea Damiani, Rolando Brondolin, Juan A. Colmenares, Steven A. Hofmeyr, John Kubiatowicz, Marco D. Santambrogio
Power Consumption Models for Multi-Tenant Server Infrastructures. ACM Trans. Archit. Code Optim. 14 (4) (2017)
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)
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)
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)
Andrea Corna, Andrea Damiani, Matteo Ferroni, Alessandro Antonio Nacci, Donatella Sciuto, Marco Domenico Santambrogio
OpenMPower: An Open and Accessible Database About Real World Mobile Devices. EUC (2015)
Matteo Ferroni, Andrea Damiani, Alessandro Antonio Nacci, Donatella Sciuto, Marco Domenico Santambrogio
cODA: An Open-Source Framework to Easily Design Context-Aware Android Apps. EUC (2014)