Machine Learning for Paediatric Related Decision Support in Emergency Care – A UK and Ireland Network Survey Study of Emergency Staff

Abstract excerpt

There is great potential for artificial Intelligence (AI) and machine learning (ML) to support decision making in emergency departments (ED), however their implementation in routine clinical practice remains limited. The objective of this study was to assess the understanding, experience and perspectives of the wider paediatric ED workforce (nurses, doctors and support staff) in the United Kingdom and Ireland on t...

Topics

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• Algorithms
• Critical Illness
• Databases, Factual
• Disease
• Intensive Care Units
• Machine Learning
• Phenotype
• Respiratory Distress Syndrome

Identifiers and source

Literature Corpus work

247ec00f-079c-5130-9afe-5169b47ac410

DOI

10.1101/2025.07.06.25330977