Predictive care: a protocol for a computational ethnographic approach to building fair models of inpatient violence in emergency psychiatry

Introduction Managing violence or aggression is an ongoing challenge in emergency psychiatry. Many patients identified as being at risk do not go on to become violent or aggressive. Efforts to automate the assessment of risk involve training machine learning (ML) models on data from electronic healt...

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Bibliographic Details
Main Authors: Gillian Strudwick, Daniel Z Buchman, Juveria Zaheer, Katrina Hui, Laura Sikstrom, Marta M Maslej, Zoe Findlay, Sean L Hill
Format: Article
Language:English
Published: BMJ Publishing Group 2023-04-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/13/4/e069255.full