Shivashankar Subramanian, Ioana Baldini, et al.
IAAI 2020
Social determinants of health (SDOH) contribute to a patient's overall health and well-being. With the shift towards telemedicine during the COVID-19 pandemic, use of secure messaging is becoming more prevalent and may be a valuable source of SDOH information. In this work, we studied presence of SDOH "chatter" in clinical communications data from a direct primary care practice, using a keyword-based script to automatically detect specific SDOH topics, including stress, depression, and tobacco use.
Shivashankar Subramanian, Ioana Baldini, et al.
IAAI 2020
Kevin Gu, Eva Tuecke, et al.
ICML 2024
Gabriele Picco, Lam Thanh Hoang, et al.
EMNLP 2021
Hui Wan, Song Feng, et al.
NAACL 2021