Big Data Analytics and Mental Health: Would Ethics Be the Only Safeguard Against the Risks of Identifying “Potential Patients”?

Mental health discourse and social media: which mechanisms of cultural power drive discourse on Twitter

(2020) Alina Pavlova et al.   SOCIAL SCIENCE & MEDICINE

Prediction of suicide among 372,813 individuals under medical check-up

(2020) Seo-Eun Cho et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Neuroscience patient identification using big data and fuzzy logic–An Alzheimer’s disease case study

(2019) Kamran Munir et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Ten-year prediction of suicide death using Cox regression and machine learning in a nationwide retrospective cohort study in South Korea

(2018) Soo Beom Choi et al.   JOURNAL OF AFFECTIVE DISORDERS

Treatment response prediction and individualized identification of first-episode drug-naïve schizophrenia using brain functional connectivity

(2018) Bo Cao et al.   MOLECULAR PSYCHIATRY

Subtypes of depression and their overlap in a naturalistic inpatient sample of major depressive disorder

(2017) Richard Musil et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

A New Prediction Model for Evaluating Treatment-Resistant Depression

(2017) Alexander Kautzky et al.   JOURNAL OF CLINICAL PSYCHIATRY

Reevaluating the Efficacy and Predictability of Antidepressant Treatments

(2017) Adam M. Chekroud et al.   JAMA Psychiatry

Socio-demographic and clinical predictors of treatment resistant depression: A prospective European multicenter study

(2016) Martina Balestri et al.   JOURNAL OF AFFECTIVE DISORDERS

The Repeated Episodes of Self-Harm (RESH) score: A tool for predicting risk of future episodes of self-harm by hospital patients

(2014) Matthew J. Spittal et al.   JOURNAL OF AFFECTIVE DISORDERS

Deliberate self-harm patients in the emergency department: who will repeat and who will not? Validation and development of clinical decision rules

(2012) Katarina Bilén et al.   EMERGENCY MEDICINE JOURNAL