Review Article

Data Analytics in Mental Healthcare

Table 2

Side effects of mental illness and their solution through data science.

AuthorsSide effects of mental disorderTools/techniquesPrimary findings

Kessler et al. [17]Suicide and mental illnessMachine learning algorithmPredicting suicide risk at hospitalization

Cleland et al. [18]Antidepressant usageClustering analysis based on behavior and diseaseIdentifying the correlation between antidepressant usage and deprivation

Perdue et al. [20]Drug abuse(i) Google search historyProviding real time data that may allow us to predict drug abuse tendency and respond more quickly
(ii) Monitoring the future (MTF)

Hasan et al. [19]Opioid use disorder(iii) Feature engineeringSuppressing the increasing rate of opioid addiction using machine learning algorithms
(iv) Logistic regression
(v) Random forest
(vi) Gradient boosting