Applying analytics to sociodemographic disparities in mental health
Mental health services and treatment are unfortunately subject to sociodemographic
disparities. To address this issue, recent studies have begun to apply analytics methods …
disparities. To address this issue, recent studies have begun to apply analytics methods …
Outcome risk model development for heterogeneity of treatment effect analyses: a comparison of non-parametric machine learning methods and semi-parametric …
Background In randomized clinical trials, treatment effects may vary, and this possibility is
referred to as heterogeneity of treatment effect (HTE). One way to quantify HTE is to partition …
referred to as heterogeneity of treatment effect (HTE). One way to quantify HTE is to partition …
From prediction to prescription: Machine learning and Causal Inference
The increasing accumulation of medical data brings the hope of data-driven medical
decision-making, but its increasing complexity-as text or images in electronic health records …
decision-making, but its increasing complexity-as text or images in electronic health records …