Predicting mechanical restraint of psychiatric inpatients by applying machine learning on electronic health data
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Predicting mechanical restraint of psychiatric inpatients by applying machine learning on electronic health data
Authors
Keywords
-
Journal
ACTA PSYCHIATRICA SCANDINAVICA
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2019-06-18
DOI
10.1111/acps.13061
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Big Data From Health Records in Mental Health Care
- (2019) Gregory E. Simon JAMA Psychiatry
- The Two Cultures of Computational Psychiatry
- (2019) Daniel Bennett et al. JAMA Psychiatry
- Predicting Suicide Attempts and Suicide Deaths Following Outpatient Visits Using Electronic Health Records
- (2018) Gregory E. Simon et al. AMERICAN JOURNAL OF PSYCHIATRY
- Big Data and Machine Learning in Health Care
- (2018) Andrew L. Beam et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Machine Learning: An Approach in Identifying Risk Factors for Coercion Compared to Binary Logistic Regression
- (2018) Florian Hotzy et al. Frontiers in Psychiatry
- Violence risk–assessment screening tools for acute care mental health settings: Literature review
- (2018) Kendra K. Anderson et al. ARCHIVES OF PSYCHIATRIC NURSING
- Developing a practical suicide risk prediction model for targeting high-risk patients in the Veterans health Administration
- (2017) Ronald C. Kessler et al. INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH
- Risk factors of coercion among psychiatric inpatients: a nationwide register-based cohort study
- (2017) Christoffer Thomsen et al. SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY
- Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View
- (2016) Wei Luo et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Predicting risk of seclusion and restraint in a Psychiatric Intensive Care (PIC) unit
- (2014) S. Roles et al. Journal of Psychiatric and Mental Health Nursing
- Risk for physical restraint or seclusion in the psychiatric emergency service (PES)
- (2013) Scott A. Simpson et al. GENERAL HOSPITAL PSYCHIATRY
- Subjective Distress After Seclusion or Mechanical Restraint: One-Year Follow-Up of a Randomized Controlled Study
- (2013) Tilman Steinert et al. PSYCHIATRIC SERVICES
- Early detection of risk factors for seclusion and restraint: a prospective study
- (2012) Irina Georgieva et al. Early Intervention in Psychiatry
- Use of risk assessment instruments to predict violence and antisocial behaviour in 73 samples involving 24 827 people: systematic review and meta-analysis
- (2012) S. Fazel et al. BMJ-British Medical Journal
- Predictive Validity and Psychiatric Nursing Staff's Perception of the Clinical Usefulness of the French Version of the Dynamic Appraisal of Situational Aggression
- (2012) Alexandre Dumais et al. Issues in Mental Health Nursing
- Aggression and seclusion on acute psychiatric wards: effect of short-term risk assessment
- (2011) R. van de Sande et al. BRITISH JOURNAL OF PSYCHIATRY
- Variation in use of coercive measures in psychiatric hospitals
- (2011) B. Lay et al. EUROPEAN PSYCHIATRY
- Coercion within Danish psychiatry compared with 10 other European countries
- (2011) Jesper Bak et al. NORDIC JOURNAL OF PSYCHIATRY
- The Danish Psychiatric Central Research Register
- (2011) Ole Mors et al. SCANDINAVIAN JOURNAL OF PUBLIC HEALTH
- The Danish Civil Registration System
- (2011) Carsten Bøcker Pedersen SCANDINAVIAN JOURNAL OF PUBLIC HEALTH
- Structured Assessment of Violence Risk in Schizophrenia and Other Psychiatric Disorders: A Systematic Review of the Validity, Reliability, and Item Content of 10 Available Instruments
- (2011) Jay P. Singh et al. SCHIZOPHRENIA BULLETIN
- Restraints and the code of ethics: An uneasy fit
- (2009) Wanda K. Mohr ARCHIVES OF PSYCHIATRIC NURSING
- Factors associated with seclusion in a statewide forensic psychiatric service in Australia over a 2-year period
- (2009) Stuart D.M. Thomas et al. International Journal of Mental Health Nursing
- Incidence of seclusion and restraint in psychiatric hospitals: a literature review and survey of international trends
- (2009) Tilman Steinert et al. SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY
- Structured risk assessment and violence in acute psychiatric wards: randomised controlled trial
- (2008) Christoph Abderhalden et al. BRITISH JOURNAL OF PSYCHIATRY
- General Cardiovascular Risk Profile for Use in Primary Care
- (2008) Ralph B. D’Agostino et al. CIRCULATION
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started