MIMIC-SBDH: a dataset for social and behavioral determinants of health

H Ahsan, E Ohnuki, A Mitra… - Machine Learning for …, 2021 - proceedings.mlr.press
Abstract Social and Behavioral Determinants of Health (SBDHs) are environmental and
behavioral factors that have a profound impact on health and related outcomes. Given their …

A marker-based neural network system for extracting social determinants of health

X Zhao, A Rios - Journal of the American Medical Informatics …, 2023 - academic.oup.com
Objective The impact of social determinants of health (SDoH) on patients' healthcare quality
and the disparity is well known. Many SDoH items are not coded in structured forms in …

Question-answering system extracts information on injection drug use from clinical notes

M Mahbub, I Goethert, I Danciu, K Knight… - Communications …, 2024 - nature.com
Background Injection drug use (IDU) can increase mortality and morbidity. Therefore,
identifying IDU early and initiating harm reduction interventions can benefit individuals at …

[HTML][HTML] An Investigation of the Representation of Social Determinants of Health in the UMLS

BPS Rawat, H Keating, R Goodwin… - AMIA Annual …, 2022 - ncbi.nlm.nih.gov
Abstract Social Determinants of Health (SDOH) are the conditions in which people are born,
live, work, and age 1. Unified Medical Language System (UMLS) incorporates SDOH …