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Andrea Damiani

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2020 – today

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2024
[j7]
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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): 170 (2024)
[c26]
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Alessandro Verosimile, Alessandro Tierno, Andrea Damiani, Marco D. Santambrogio:
YoseUe: "trimming" Random Forest's training towards resource-constrained inference. ASPDAC 2024: 32-37
[c25]
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Benedetta Gottardelli, Roberto Gatta, Leonardo Nucciarelli, Mariachiara Savino, Andrada Mihaela Tudor, Mauro Vallati, Andrea Damiani:
GEN-RWD Sandbox Ecosystem for Privacy-Preserving Data Sharing in Healthcare Research: The Processor Module. ICHI 2024: 360-365
[c24]
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Benedetta Gottardelli, Roberto Gatta, Andrea Damiani:
Securing Reproducibility and Accountability in Distributed Healthcare Analytics: A Framework Based on Blockchain and Cryptography. MIE 2024: 1269-1273
[c23]
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Leonardo Gori, Alessandro Verosimile, Andrea Damiani, Marco D. Santambrogio, Francesca Soldan, Enea Bionda, Carlo Tornelli:
Fast Voltage Estimation on MV Distribution Networks Through a Machine Learning Hybrid. RTSI 2024: 160-165
2023
[b1]
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Andrea Damiani:
On how to facilitate hardware acceleration of machine learning for non-experts in hardware design over the Edge, the Fog, and the Cloud. Polytechnic University of Milan, Italy, 2023
[c22]
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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: 368-372
[c21]
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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: 309-320
[c20]
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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: 153-154
2022
[j6]
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  - journals/cmpb/MurriMLFDMSACPA22
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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: 106655 (2022)
[j5]
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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): 17:1-17:27 (2022)
[c19]
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Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio:
Large Forests and Where to "Partially" Fit Them. ASP-DAC 2022: 550-555
[c18]
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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: 25-31
[c17]
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  - conf/euc/SurricchioDS22
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Mattia Surricchio, Andrea Damiani, Marco D. Santambrogio:
Obstruction simulation in real-time 3D audio on edge systems. EUC 2022: 17-22
[c16]
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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: 128-135
2021
[j4]
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  - journals/fcomp/DamianiMLCBTCSM21
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Andrea Damiani, Carlotta Masciocchi, Jacopo Lenkowicz, Nikola Dino Capocchiano, Luca Boldrini, Luca Tagliaferri, A. Cesario, P. Sergi, Antonio Marchetti, Alice Luraschi, S. Patarnello, Vincenzo Valentini:
Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator. Frontiers Comput. Sci. 3: 768266 (2021)
[c15]
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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: 104-107
[c14]
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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:
iHELP: Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records. ISCC 2021: 1-8
[c13]
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  - conf/rtsi/DonatoDPBSTS21
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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: 97-102
[c12]
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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: 126-131
[c11]
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  - conf/rtsi/SalarisDPS21
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Mirko Salaris, Andrea Damiani, Edoardo Putti, Luca Stornaiuolo:
FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals. RTSI 2021: 300-305
2020
[c10]
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  - conf/gcaiot/StivanDSS20
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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: 1-6

2010 – 2019

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2019
[j3]
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  - journals/artmed/GattaVDMLCCFDSD19
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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: 145-153 (2019)
[c9]
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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: 445-452
2018
[j2]
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  - journals/taas/FerroniCDBKSS18
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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): 21:1-21:29 (2018)
[c8]
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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: 647-654
2017
[j1]
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  - journals/taco/FerroniCDBCHKS17
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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): 38:1-38:22 (2017)
[c7]
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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: 351-355
[c6]
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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: 36:1-36:4
2016
[c5]
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  - conf/biostec/DinapoliAVAGBDM16
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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: 277-281
2015
[c4]
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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: 65-75
[c3]
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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: 771-774
[c2]
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  - conf/euc/CornaDFNSS15
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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: 183-187
2014
[c1]
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  - conf/euc/FerroniDNSS14
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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: 33-38

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