Fabrizio Celesti

15 papers B 1C 10Journal 1Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Data Fusion in Tele-Rehabilitation: Combining Cognitive and Motor Datasets to Train a Machine Learning Model for Assessing Patients' Outcomes.
MeMeA
Giovanni Lonia, Davide Ciraolo, Mirjam Bonanno, Rocco Salvatore Calabrò, Fabrizio Celesti, Maria Fazio, Massimo Villari, Antonio Celesti
2025 C conf
Deep Learning in Multiomics Sciences: Where We are, Emerging Topics, and Future Challenges.
ISCC
Fabrizio Celesti, Maria Fazio, Antonio Celesti
2025 — conf
From Scratch to Large Pre-Trained Models: a Comparative Study for Medical Image Classification.
ITADATA-WS
Giovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio, Antonio Celesti
2024 C conf
Comparing CNN and ViT in both Centralised and Federated Learning Scenarios: a Pneumonia Diagnosis Case Study.
ISCC
Giovanni Lonia, Davide Ciraolo, Maria Fazio, Fabrizio Celesti, Paolo Ruggeri, Massimo Villari, Antonio Celesti
2024 C conf
Leveraging Audio Biomarkers for Enriching the Tele-Monitoring of Patients.
ISCC
Antonio Celesti, Marco Dell'Acqua, Giovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabrò
2023 C conf
Adopting Machine Learning-Based Pose Estimation as Digital Biomarker in Motor Tele-Rehabilitation.
ISCC
Antonio Celesti, Maria Fazio, Armando Ruggeri, Fabrizio Celesti, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabrò
2023 B conf
The Tele-Rehabilitaion as a Service (TRaaS) Project: Rationale, Study Design, and Methodology.
e-Science
Antonio Celesti, Giovanna Sannino, Mario A. Bochicchio, Maria Fazio, Massimo Villari, Fabrizio Celesti, Mirjam Bonanno, Rocco Salvatore Calabrò
2021 C conf
Towards Smart Tele-Biomedical Laboratory: Where We Are, Issues, and Future Challenges.
ISCC
Agata Romano, Rosaria Lanza, Fabrizio Celesti, Antonio Celesti, Maria Fazio, Francesco Martella, Antonino Galletta, Massimo Villari
2020 C conf
Improving Machine Learning Algorithm Processing Time in Tele-Rehabilization Through a NoSQL Graph Database Approach: A Preliminary Study.
ISCC
Antonio Celesti, Fabrizio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari
2020 — conf
Improving Tele-Rehabilitation Therapy Through Machine Learning with a NoSQL Graph DBMS Approach.
GLOBECOM (Workshops)
Antonio Celesti, Fabrizio Celesti, Maria Fazio, Massimo Villari
2019 J jnl
How to Develop IoT Cloud e-Health Systems Based on FIWARE: A Lesson Learnt.
J. Sens. Actuator Networks
Antonio Celesti, Maria Fazio, Fermín Galán Márquez, Alex Glikson, Hope Mauwa, Antoine B. Bagula, Fabrizio Celesti, Massimo Villari
2019 C conf
Using Machine Learning to Study Flu Vaccines Opinions of Twitter Users.
ISCC
Antonio Celesti, Antonino Galletta, Fabrizio Celesti, Maria Fazio, Massimo Villari
2019 C conf
optimizing the Research of DNA Sequences in a NoSQL Document Database: A Preliminary Study.
ISCC
Fabrizio Celesti, Antonio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari
2017 C conf
Big data analytics in genomics: The point on Deep Learning solutions.
ISCC
Fabrizio Celesti, Antonio Celesti, Lorenzo Carnevale, Antonino Galletta, Salvatore Campo, Agata Romano, Placido Bramanti, Massimo Villari
2016 C conf
New trends in Biotechnology: The point on NGS Cloud computing solutions.
ISCC
Antonio Celesti, Maria Fazio, Fabrizio Celesti, Giovanna Sannino, Salvatore Campo, Massimo Villari