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Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

It is also important for research, where capturing longitudinal exposome data is essential for analysis of health outcomes. Housing stability is known to exist on a continuum, from complete stability (access to housing of reasonable quality in the absence of threats) to complete instability (no access to housing of reasonable quality) [6].

Alexandra Ralevski, Nadaa Taiyab, Michael Nossal, Lindsay Mico, Samantha Piekos, Jennifer Hadlock

J Med Internet Res 2024;26:e63445

Understanding “Atmosome”, the Personal Atmospheric Exposome: Comprehensive Approach

Understanding “Atmosome”, the Personal Atmospheric Exposome: Comprehensive Approach

At any moment in time, health is affected by various internal and external factors, such as the genome, microbiome, and exposome. The exposome consists of everything an individual is exposed to across his or her lifespan [1]. It considers lifestyle, occupation, socioeconomic factors, and the environmental conditions in which people live to develop an in-depth understanding of how an individual’s surroundings impact his/her health.

Hari Bhimaraju, Nitish Nag, Vaibhav Pandey, Ramesh Jain

JMIR Biomed Eng 2021;6(4):e28920