We've been interested in the possibility of learning causal processes using directed acyclic graphs for a few years now. We recently released a package for learning and applying directed acyclic graphs on CRAN. You can find information here: spaceodyssey.github.io/cia/. @frankiorfino

New work in @npjMentalHealth about how individual-level trajectories of suicide ideation can be learned and predictions dynamically updated with new information Implications for personalised care! @ian_hickie @MathewVaridel @ProfSallyCripps 🧵 1/8 nature.com/articles/s44184-0…

🚨Our paper on understanding the temporal dependencies between transdiagnostic mental health and other relevant factors using Bayesian networks. TLDR: Functioning has temporal effects on suicidality @MathewVaridel @IanHickie @ProfSallyCripps bit.ly/3Px75rI