Advantages of Machine Learning in Forensic Psychiatric Research—Uncovering the Complexities of Aggressive Behavior in Schizophrenia

Violent and non-violent offending in patients with schizophrenia: Exploring influences and differences via machine learning

(2021) Martina Sonnweber et al.   COMPREHENSIVE PSYCHIATRY

The promise of machine learning in predicting treatment outcomes in psychiatry

(2021) Adam M. Chekroud et al.   World Psychiatry

Facteurs individuels et contextuels participant à l’apparition de comportements violents en cours d’hospitalisations psychiatriques

(2021) D. Camus et al.   ENCEPHALE-REVUE DE PSYCHIATRIE CLINIQUE BIOLOGIQUE ET THERAPEUTIQUE

Factors and predictors of length of stay in offenders diagnosed with schizophrenia - a machine-learning-based approach

(2020) Johannes Kirchebner et al.   BMC Psychiatry

Individuals with schizophrenia who act violently towards others profit unequally from inpatient treatment—Identifying subgroups by latent class analysis

(2020) Johannes Kirchebner et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

Factors associated with repetitive violent behavior of psychiatric inpatients

(2020) Didier Camus et al.   PSYCHIATRY RESEARCH

Machine learning and big data in psychiatry: toward clinical applications

(2019) Robb B Rutledge et al.   CURRENT OPINION IN NEUROBIOLOGY

Clinical risk factors of acute severe or fatal violence among forensic mental health patients

(2019) Billy Chan et al.   PSYCHIATRY RESEARCH

Latent class analysis identified phenotypes in individuals with schizophrenia spectrum disorder who engage in aggressive behaviour towards others

(2019) S. Lau et al.   EUROPEAN PSYCHIATRY

Machine Learning Approaches for Clinical Psychology and Psychiatry

(2018) Dominic B. Dwyer et al.   Annual Review of Clinical Psychology

Machine Learning: An Approach in Identifying Risk Factors for Coercion Compared to Binary Logistic Regression

(2018) Florian Hotzy et al.   Frontiers in Psychiatry

Risk factors for interpersonal violence: an umbrella review of meta-analyses

(2018) Seena Fazel et al.   BRITISH JOURNAL OF PSYCHIATRY

Machine learning, statistical learning and the future of biological research in psychiatry

(2016) R. Iniesta et al.   PSYCHOLOGICAL MEDICINE

Factors affecting length of stay in forensic hospital setting: need for therapeutic security and course of admission

(2015) Mary Davoren et al.   BMC Psychiatry

Computational approaches to psychiatry

(2014) Klaas Enno Stephan et al.   CURRENT OPINION IN NEUROBIOLOGY

Schizophrenie und Gewalt

(2014) S. Hodgins et al.   NERVENARZT

The antecedents of violence and aggression within psychiatric in-patient settings

(2012) C. Papadopoulos et al.   ACTA PSYCHIATRICA SCANDINAVICA

Machine learning and data mining: strategies for hypothesis generation

(2012) M A Oquendo et al.   MOLECULAR PSYCHIATRY

Schizophrenia, Substance Abuse, and Violent Crime

(2009) Seena Fazel   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Violent behaviour among people with schizophrenia: a framework for investigations of causes, and effective treatment, and prevention

(2008) S. Hodgins   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES