Clinical prediction models in psychiatry: a systematic review of two decades of progress and challenges

AJ Meehan, SJ Lewis, S Fazel, P Fusar-Poli… - Molecular …, 2022 - nature.com
Recent years have seen the rapid proliferation of clinical prediction models aiming to
support risk stratification and individualized care within psychiatry. Despite growing interest …

Gender differences in risks of suicide and suicidal behaviors in the USA: a narrative review

RF Carretta, SA McKee, TG Rhee - Current psychiatry reports, 2023 - Springer
Abstract Purpose of Review We review recent research (2018–2023) on gender differences
in suicidal behaviors (ie, suicidal ideations and attempts, death by suicide). We examine …

Machine learning and the prediction of suicide in psychiatric populations: a systematic review

A Pigoni, G Delvecchio, N Turtulici, D Madonna… - Translational …, 2024 - nature.com
Abstract Machine learning (ML) has emerged as a promising tool to enhance suicidal
prediction. However, as many large-sample studies mixed psychiatric and non-psychiatric …

Suicide risk classification with machine learning techniques in a large Brazilian community sample

TH Roza, G de Souza Seibel… - Psychiatry …, 2023 - Elsevier
Even though suicide is a relatively preventable poor outcome, its prediction remains an
elusive task. The main goal of this study was to develop machine learning classifiers to …

Sexual violence against men in Brazil: underreporting, prevalence, and associated factors

DG Ferreira, MC Bortoli… - Revista de saude …, 2023 - SciELO Public Health
ABSTRACT OBJECTIVES Identifying and mapping the literature regarding sexual violence
against Brazilian boys and men, as well as describing its underreporting, prevalence, and …

Childhood trauma and the severity of past suicide attempts in outpatients with cocaine use disorders

R Icick, E Karsinti, G Brousse… - Substance …, 2022 - journals.sagepub.com
Introduction: Suicide attempts have been associated with both cocaine use disorder
(CocUD) and childhood trauma. We investigated how childhood trauma is an independent …

Prevalence of suicide in cocaine users accessing health services: a systematic review and meta-analysis

M Moçambique, A Hoffmann, VS Roglio… - Brazilian Journal of …, 2022 - SciELO Brasil
Objective: This study reviewed and analyzed the prevalence of suicidal behaviors among
cocaine users who sought health services. Methods: This is a systematic review and meta …

The consequences of childhood maltreatment on dual-diagnosis psychiatric conditions and clinical outcomes in substance use disorders: A systematic review and …

BA Stocchero, LM Rothmann, ET Portolan… - Child Abuse & …, 2024 - Elsevier
Background Evidence suggests that the phenotypic expression of substance use disorders
(SUD) may be influenced by exposure to childhood maltreatment (CM). Objective To assess …

Factors associated with suicidal ideation during the COVID-19 pandemic in a population in the Brazilian Legal Amazon

ACPT Trettel, AP Muraro, EC Oliveira… - Ciência & Saúde …, 2022 - SciELO Public Health
This article aims to analyze the factors associated with suicidal ideation in the COVID-19
pandemic. A cross-sectional home-based survey, with three-stage cluster sampling, was …

From bumps to binges: overview of deaths associated with cocaine in England, Wales and Northern Ireland (2000–2019)

B Rooney, P Sobiecka, K Rock… - Journal of analytical …, 2023 - academic.oup.com
The UK, as the “cocaine capital of Europe,” currently accounts for∼ 75% of all cocaine-
related hospital admissions in Europe. This study aims to analyze the trends in cocaine …