Fig. 1: The Language Based Mental Health Assessment pipeline.
From: Robust language-based mental health assessments in time and space through social media
Visual overview of the language-based mental health assessments pipeline. County-mapped messages are filtered to self-written posts, from which language features are extracted and passed through pretrained language-based mental health assessments to generate user scores. These scores are then reweighted to better represent county demographics and are then aggregated to communities in time.
