DRUDI, CRISTIAN
DRUDI, CRISTIAN
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Reinforcement Learning Application for Optimal Fluid and Vasopressor Interventions in Septic ICU Patients
2022-01-01 Mollura, Maximiliano; Drudi, Cristian; Lehman, Li-Wei; Barbieri, Riccardo
A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features
2024-01-01 Drudi, Cristian; Mollura, Maximiliano; Lehman, Li-wei H.; Barbieri, Riccardo
Analysis of Reward Formulation Based on Mean Arterial Pressure in Reinforcement Learning for Critically Ill Septic Patient
2023-01-01 Drudi, Cristian; Mollura, Maximiliano; Barbieri, Riccardo
ECG-Based Screening of Chagas Disease Using Deep Residual Networks and Feature-Based Machine Learning
2025-01-01 Taconne, Marion; Magni, Stefano; Drudi, Cristian; Maria Pagotto, Sara; Corino, Valentina; Cerveri, Pietro; Maria Maddalena Bianchi, Anna; Barbieri, Riccardo; Mainardi, Luca
Effects of Varying $k$ in $L_{k}$ Norm Similarity Measures on a Reinforcement Learning-Based Clinical Decision Support System
2023-01-01 Drudi, Cristian; Mollura, Maximiliano; Barbieri, Riccardo
Optimal Fluid and Vasopressor Interventions in Septic ICU Patients Through Reinforcement Learning Model
2022-01-01 Mollura, Maximiliano; Drudi, Cristian; Lehman, Li-wei; Barbieri, Riccardo
Predicting Comatose Patient's Outcome Using Brain Functional Connectivity with a Random Forest Model
2023-01-01 Sampaio, Inês; Leccardi, Matteo; Drudi, Cristian; Liu, Jiaying; Righetti, Francesca; Maria Bianchi, Anna; Barbieri, Riccardo; Mainardi, Luca
Reinforcement Learning for Heart Failure Treatment Optimization in the Intensive Care Unit
2024-01-01 Drudi, Cristian; Fechner, Moritz; Mollura, Maximiliano; Pace, Alizée; Rätsch, Gunnar; Barbieri, Riccardo