Accountable Deep-Learning-Based Vision Systems for Preterm Infant Monitoring
Lucia Migliorelli, Simona Tiribelli, Alessandro Cacciatore, Benedetta Giovanola, Emanuele Frontoni, Sara Moccia · Computer · 2023
This work proposes an ethical framework that highlights possible ethical risks in the design and use of deep-learning-based vision systems for monitoring infants’ movements in neonatal intensive care units. We discuss biases and ways to mitigate them for promoting accountable systems in clinical practice.