Cargando…

An Approach for Data Mining of Electronic Health Record Data for Suicide Risk Management: Database Analysis for Clinical Decision Support

BACKGROUND: In an electronic health context, combining traditional structured clinical assessment methods and routine electronic health–based data capture may be a reliable method to build a dynamic clinical decision-support system (CDSS) for suicide prevention. OBJECTIVE: The aim of this study was...

Descripción completa

Detalles Bibliográficos
Autores principales:	Berrouiguet, Sofian, Billot, Romain, Larsen, Mark Erik, Lopez-Castroman, Jorge, Jaussent, Isabelle, Walter, Michel, Lenca, Philippe, Baca-García, Enrique, Courtet, Philippe
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2019
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6707587/ https://www.ncbi.nlm.nih.gov/pubmed/31066693 http://dx.doi.org/10.2196/mental.9766

Ejemplares similares

Clinicians’ Concerns About Mobile Ecological Momentary Assessment Tools Designed for Emerging Psychiatric Problems: Prospective Acceptability Assessment of the MEmind App
por: Lemey, Christophe, et al.
Publicado: (2019)

Toward mHealth Brief Contact Interventions in Suicide Prevention: Case Series From the Suicide Intervention Assisted by Messages (SIAM) Randomized Controlled Trial
por: Berrouiguet, Sofian, et al.
Publicado: (2018)

Combining mobile-health (mHealth) and artificial intelligence (AI) methods to avoid suicide attempts: the Smartcrises study protocol
por: Berrouiguet, Sofian, et al.
Publicado: (2019)

Development of a Web-Based Clinical Decision Support System for Drug Prescription: Non-Interventional Naturalistic Description of the Antipsychotic Prescription Patterns in 4345 Outpatients and Future Applications
por: Berrouiguet, Sofian, et al.
Publicado: (2016)

Smartphone-based Ecological Momentary Intervention for secondary prevention of suicidal thoughts and behaviour: protocol for the SmartCrisis V.2.0 randomised clinical trial
por: Barrigon, Maria Luisa, et al.
Publicado: (2022)

Personality Traits of Suicidality Are Associated with Premenstrual Syndrome and Premenstrual Dysphoric Disorder in a Suicidal Women Sample
por: Ducasse, Déborah, et al.
Publicado: (2016)

Ecological Assessment of Clinicians’ Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone–Based Prototype for a Dynamic Clinical Decision Support System
por: Berrouiguet, Sofian, et al.
Publicado: (2017)

Fundamentals for Future Mobile-Health (mHealth): A Systematic Review of Mobile Phone and Web-Based Text Messaging in Mental Health
por: Berrouiguet, Sofian, et al.
Publicado: (2016)

SIAM (Suicide intervention assisted by messages): the development of a post-acute crisis text messaging outreach for suicide prevention
por: Berrouiguet, Sofian, et al.
Publicado: (2014)

From eHealth to iHealth: Transition to Participatory and Personalized Medicine in Mental Health
por: Berrouiguet, Sofian, et al.
Publicado: (2018)

Psychiatric Profiles of eHealth Users Evaluated Using Data Mining Techniques: Cohort Study
por: Lopez-Castroman, Jorge, et al.
Publicado: (2021)

Multidimensional variability in ecological assessments predicts two clusters of suicidal patients
por: Bonilla-Escribano, Pablo, et al.
Publicado: (2023)

A Digital Companion, the Emma App, for Ecological Momentary Assessment and Prevention of Suicide: Quantitative Case Series Study
por: Morgiève, Margot, et al.
Publicado: (2020)

Machine Learning and Natural Language Processing in Mental Health: Systematic Review
por: Le Glaz, Aziliz, et al.
Publicado: (2021)

Acceptability and satisfaction with emma, a smartphone application dedicated to suicide ecological assessment and prevention
por: Morgiève, Margot, et al.
Publicado: (2022)

Combining Continuous Smartphone Native Sensors Data Capture and Unsupervised Data Mining Techniques for Behavioral Changes Detection: A Case Series of the Evidence-Based Behavior (eB(2)) Study
por: Berrouiguet, Sofian, et al.
Publicado: (2018)

Combining brief contact interventions (BCI) into a decision-making algorithm to reduce suicide reattempt: the VigilanS study protocol
por: Duhem, Stéphane, et al.
Publicado: (2018)

Characteristics of Suicide Attempts in Anorexia and Bulimia Nervosa: A Case–Control Study
por: Guillaume, Sébastien, et al.
Publicado: (2011)

Artificial intelligence and suicide prevention: A systematic review
por: Lejeune, Alban, et al.
Publicado: (2022)

Polymorphism A118G of opioid receptor mu 1 (OPRM1) is associated with emergence of suicidal ideation at antidepressant onset in a large naturalistic cohort of depressed outpatients
por: Nobile, B., et al.
Publicado: (2019)

One-Week Suicide Risk Prediction Using Real-Time Smartphone Monitoring: Prospective Cohort Study
por: Barrigon, Maria Luisa, et al.
Publicado: (2023)

BOrderliNe symptoms and suIcide-related outcomes: proTOcol for a systematic review/meta-analysis and an individual patient data meta-analysis (BONITO study)
por: Calati, Raffaella, et al.
Publicado: (2022)

Effectiveness of Psychotherapy on Suicidal Risk: A Systematic Review of Observational Studies
por: Méndez-Bustos, Pablo, et al.
Publicado: (2019)

Association of symptoms of attention deficit-hyperactivity disorder and impulsive-aggression with severity of suicidal behavior in adult attempters
por: Conejero, I., et al.
Publicado: (2019)

Editorial: Suicide and Related Behaviour
por: Martínez-Alés, Gonzalo, et al.
Publicado: (2021)

PEPSUI, a Psychoeducational Program for the Management of Suicidal Patients: A Qualitative Study From a Randomized Controlled Trial
por: Henrion, Audrey, et al.
Publicado: (2020)

Viewpoint: Toward Involvement of Caregivers in Suicide Prevention Strategies; Ethical Issues and Perspectives
por: Le Moal, Valérie, et al.
Publicado: (2018)

Life Cycle and Suicidal Behavior among Women
por: Mendez-Bustos, Pablo, et al.
Publicado: (2013)

Psilocybin, a Naturally Occurring Indoleamine Compound, Could Be Useful to Prevent Suicidal Behaviors
por: Strumila, Robertas, et al.
Publicado: (2021)

Editorial: Brief interventions in suicide prevention across the continuum of care
por: Britton, Peter C., et al.
Publicado: (2022)

Characterization of Suicidal Behaviour with Self-Organizing Maps
por: Leiva-Murillo, José M., et al.
Publicado: (2013)

Virtual reality and speech analysis for the assessment of impulsivity and decision-making: protocol for a comparison with neuropsychological tasks and self-administered questionnaires
por: de Leon-Martinez, Santiago, et al.
Publicado: (2022)

Suicidality: risk factors and the effects of antidepressants. The example of parallel reduction of suicidality and other depressive symptoms during treatment with the SNRI, milnacipran
por: Courtet, Philippe
Publicado: (2010)

A Mobile Text Message Intervention to Reduce Repeat Suicidal Episodes: Design and Development of Reconnecting After a Suicide Attempt (RAFT)
por: Larsen, Mark Erik, et al.
Publicado: (2017)

Social isolation and suicide risk: Literature review and perspectives
por: Motillon-Toudic, Chloé, et al.
Publicado: (2022)

Use of Social Media Data to Diagnose and Monitor Psychotic Disorders: Systematic Review
por: Lejeune, Alban, et al.
Publicado: (2022)

Prefrontal activation in suicide attempters during decision making with emotional feedback
por: Alacreu-Crespo, Adrián, et al.
Publicado: (2020)

Study protocol of a multicenter randomized controlled trial of mindfulness-based intervention versus relaxation to reduce emotional exhaustion in medical students in France: the “Must prevent” study
por: Baeza-Velasco, Carolina, et al.
Publicado: (2020)

Polymorphisms of stress pathway genes and emergence of suicidal ideation at antidepressant treatment onset
por: Nobile, B., et al.
Publicado: (2020)

Clinical Applications of Mobile Health Wearable–Based Sleep Monitoring: Systematic Review
por: Guillodo, Elise, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_aneu0rk3r7biqnvihsjo2j93vp