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Accountable Deep-Learning-Based Vision Systems for Preterm Infant Monitoring | IEEE Journals & Magazine | IEEE Xplore

Accountable Deep-Learning-Based Vision Systems for Preterm Infant Monitoring


Abstract:

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’ movemen...Show More

Abstract:

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.
Published in: Computer ( Volume: 56, Issue: 5, May 2023)
Page(s): 84 - 93
Date of Publication: 26 April 2023

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