Electronic Health Records (EHRs) play an important role in the healthcare system. However,
their complexity and vast volume pose significant challenges to data interpretation and …

Unaddressed health-related social needs (HRSNs) and parental mental health needs in an
infant's environment can negatively affect their health outcomes. This study examines the …

Social determinants of health (SDoH) are the conditions in which people are born, live, work,
and age that affect personal well-being, health outcomes, and life expectancy. 1 SDoH …

Background Social determinants of health (SDoH) like socioeconomics and neighborhoods
strongly influence outcomes, yet standardized SDoH data is lacking in electronic health …

Background: The bidirectional encoder representations from transformers (BERT) model has
attracted considerable attention in clinical applications, such as patient classification and …

Occupation is considered a Social Determinant of Health (SDOH) and its effects have been
studied at multiple levels. Although the inclusion of such data in the Electronic Health …

Substance use disorder (SUD) poses a major concern due to its detrimental effects on
health and society. SUD identification and treatment depend on a variety of factors such as …

Training data memorization in language models impacts model capability (generalization)
and safety (privacy risk). This paper focuses on analyzing prompts' impact on detecting the …

Abstract Named Entity Recognition (NER) in Electronic Health Record (EHR) is the area of
Natural Language Processing (NLP) that seeks to identify and extract unstructured …

Background: Social determinants of health (SDoH), such as socioeconomics and
neighborhoods, strongly influence health outcomes. However, the current state of …