Andrea Fidecicchi

According to our database, Andrea Fidecicchi authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Comparison of machine learning techniques to evaluate performance in predicting hospital stay.

Andrea Fidecicchi, Ida Santalucia, Antonella Toscano, Mario Massimo Mensorio, Emanuele Mario Caputi, Maria Triassi

Proceedings of the 2025 9th International Conference on Medical and Health Informatics, 2025

Machine learning methods comparisons to predict LOS performance for Patients undertaking Knee replacement Surgery.

Andrea Fidecicchi, Ida Santalucia, Antonella Toscano, Mario Massimo Mensorio, Emanuele Mario Caputi, Arianna Scala

Proceedings of the 2025 9th International Conference on Medical and Health Informatics, 2025

Machine learning techniques are compared to evaluate their prediction performance for the length of stay (LOS) in patients undergoing appendicitis surgery.

Andrea Fidecicchi, Ida Santalucia, Maria Triassi, Giovanni Improta

Proceedings of the 2025 9th International Conference on Medical and Health Informatics, 2025

Predicting Length of Stay in Appendectomy Patients: A Machine Learning Approach.

Andrea Fidecicchi, Ida Santalucia, Antonella Toscano, Antonio D'Amore, Carlo Bernardo, Giovanni Improta

Proceedings of the 2025 9th International Conference on Medical and Health Informatics, 2025

2024

Empowering Patient Risk Management Strategies: Validation the AHRQ Elixhauser Mortality Index on Italian Hospital Administrative Dataset.

Andrea Fidecicchi, Teresa Angela Trunfio, Antonio D'Amore, Maria Pia Mannelli, Arianna Scala

Proceedings of the 2024 8th International Conference on Medical and Health Informatics, 2024

Precision and Management of Surgery Time Prediction: Comparative Analysis of ICD Codes, DRGs, and CCS Classifications in a Hospital Setting.

Ida Santalucia, Francesco Feola, Antonio D'Amore, Maria Pia Mannelli, Andrea Fidecicchi

Proceedings of the 8th International Conference on Biomedical Engineering and Applications, 2024

Management of surgical patient pathway: a quantitative analysis.

Alfonso Maria Ponsiglione, Andrea Fidecicchi, Ida Santalucia, Emanuele Caputi, Giulia Spatola, Antonio D'Amore, Gaetano D'Onofrio, Francesco Amato, Teresa Angela Trunfio

Proceedings of the 8th International Conference on Biomedical Engineering and Applications, 2024

Machine Learning Models for Predicting "Left Without Being Seen" in Distributed Emergency Departments: A Comparative Study in Naples, Italy.

Andrea Fidecicchi, Ida Santalucia, Eliana Raiola, Massimo Majolo, Michelangelo Chiacchio, Maria Romano, Maria Triassi, Marta Rosaria Marino, Arianna Scala

Proceedings of the 8th International Conference on Biomedical Engineering and Applications, 2024

2023

Predicting Post-Operative Length of Stay after Robotic Urologic Surgery from Hospital Stay Characteristics: A Monocentric Study.

Antonio D'Amore, Gaetano D'Onofrio, Andrea Fidecicchi, Maria Triassi, Marta Rosaria Marino

Proceedings of the 7th International Conference on Medical and Health Informatics, 2023

Predicting Length of Stay in Colorectal Cancer Patients: A Monocentric Study in Italy.

Antonio D'Amore, Gaetano D'Onofrio, Andrea Fidecicchi, Maria Triassi, Marta Rosaria Marino

Proceedings of the 7th International Conference on Medical and Health Informatics, 2023

Predicting In-Hospital Mortality During the COVID-19 Pandemic in Patients with Heart Failure: A Single-Center Exploratory Study.

Antonio D'Amore, Gaetano D'Onofrio, Andrea Fidecicchi, Maria Triassi, Marta Rosaria Marino

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023