Key term: machine learning

Original article 2024;50(3):218-227   pdf
Change in employment status and its causal effect on suicidal ideation and depressive symptoms: A marginal structural model with machine learning algorithms
Yoon J, Kim J-H, Chung Y, Park J, Leigh J-H, Kim S-S
 
Original article 2023;49(8):610-620   pdf
Predicting long-term sickness absence with employee questionnaires and administrative records: a prospective cohort study of hospital employees
Nyberg ST, Elovainio M, Pentti J, Frank P, Ervasti J, Härmä M, Koskinen A, Peutere L, Ropponen A, Vahtera J, Virtanen M, Airaksinen J, Batty GD, Kivimäki M