Fabrizio Celesti
Journals
- Information management in IoT cloud-based tele-rehabilitation as a service for smart cities Comparison of NoSQL approaches. Antonio Celesti, Aimé Lay-Ekuakille, Jiafu Wan, Maria Fazio, Fabrizio Celesti, Agata Romano, Placido Bramanti, Massimo Villari. Measurement. (2020)
- How to Develop IoT Cloud e-Health Systems Based on FIWARE A Lesson Learnt. Antonio Celesti, Maria Fazio, Fermín Galán Márquez, Alex Glikson, Hope Mauwa, Antoine Bagula, Fabrizio Celesti, Massimo Villari. Journal of Sensor and Actuator Networks. (2019)
Conference Proceedings
- Data Fusion in Tele-Rehabilitation Combining Cognitive and Motor Datasets to Train a Machine Learning Model for Assessing Patients' Outcomes. Giovanni Lonia, Davide Ciraolo, Mirjam Bonanno, Rocco Salvatore Calabrò, Fabrizio Celesti, Maria Fazio, Massimo Villari, Antonio Celesti. (2025)
- Comparing CNN and ViT in both Centralised and Federated Learning Scenarios a Pneumonia Diagnosis Case Study. Giovanni Lonia, Davide Ciraolo, Maria Fazio, Fabrizio Celesti, Paolo Ruggeri, Massimo Villari, Antonio Celesti. (2024)
- Leveraging Audio Biomarkers for Enriching the Tele-Monitoring of Patients. Antonio Celesti, Marco Dell’Acqua, Giovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabrò. (2024)
- Adopting Machine Learning-Based Pose Estimation as Digital Biomarker in Motor Tele-Rehabilitation. Antonio Celesti, Maria Fazio, Armando Ruggeri, Fabrizio Celesti, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabrò. (2023)
- The tele-rehabilitaion as a service (traas) project Rationale, study design, and methodology. Antonio Celesti, Giovanna Sannino, Mario Bochicchio, Maria Fazio, Massimo Villari, Fabrizio Celesti, Mirjam Bonanno, Rocco Salvatore Calabrò. (2023)
- Towards smart tele-biomedical laboratory Where we are, issues, and future challenges. Agata Romano, Rosaria Lanza, Fabrizio Celesti, Antonio Celesti, Maria Fazio, Francesco Martella, Antonino Galletta, Massimo Villari. (2021)
- Improving machine learning algorithm processing time in tele-rehabilization through a nosql graph database approach A preliminary study. Antonio Celesti, Fabrizio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari. (2020)
- Optimizing the research of dna sequences in a nosql document database A preliminary study. Fabrizio Celesti, Antonio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari. (2019)
- Using machine learning to study flu vaccines opinions of Twitter users. Antonio Celesti, Antonino Galletta, Fabrizio Celesti, Maria Fazio, Massimo Villari. (2019)
- Why deep learning is changing the way to approach NGS data processing a review. Fabrizio Celesti, Antonio Celesti, Jiafu Wan, Massimo Villari. (2018)
- Are next-generation sequencing tools ready for the cloud?. Antonio Celesti, Fabrizio Celesti, Maria Fazio, Placido Bramanti, Massimo Villari. (2017)
- Big data analytics in genomics The point on Deep Learning solutions. Fabrizio Celesti, Antonio Celesti, Lorenzo Carnevale, Antonino Galletta, Salvatore Campo, Agata Romano, Pacido Bramanti, Massimo Villari. (2017)