Machine Learning Approach to Inpatient Violence Risk Assessment Using Routinely Collected Clinical Notes in Electronic Health Records
Sign Up to like & getrecommendations! Published in 2019 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2019.6709
Abstract: Key Points Question To what extent can inpatient violence risk assessment be performed by applying machine learning techniques to clinical notes in patients’ electronic health records? Findings In this prognostic study, machine learning was used… read more here.
Keywords: violence; clinical notes; risk assessment; inpatient violence ... See more keywords
A Prospective Examination of the Predictive Validity of Five Structured Instruments for Inpatient Violence in a Secure Forensic Hospital
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Forensic Mental Health"
DOI: 10.1080/14999013.2018.1431339
Abstract: ABSTRACT This prospective study investigated the predictive validity of five structured risk/forensic instruments for inpatient violence risk in a secure forensic hospital. Episodes of inpatient violence and the following instruments were each coded from hospital… read more here.
Keywords: violence; risk; predictive validity; inpatient violence ... See more keywords