Topic modeling on clinical social work notes for exploring social determinants of health factors.

Shenghuan SunTravis ZackChristopher Y K WilliamsMadhumita Sushil Atul Janardhan Butte

Published in: JAMIA open (2024)

Social work notes offer a wealth of unique and valuable information on an individual's SDoH. These notes present consistent and meaningful topics of discussion that can be effectively analyzed and utilized to improve patient care and inform targeted interventions for at-risk populations.

Keyphrases

healthcare
mental health
health information
public health
physical activity
cancer therapy
climate change
health promotion
risk assessment
human health