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Extracting social determinants of health from electronic health records using natural language processing: a systematic review
Objective Social determinants of health (SDoH) are nonclinical dispositions that impact
patient health risks and clinical outcomes. Leveraging SDoH in clinical decision-making can …
patient health risks and clinical outcomes. Leveraging SDoH in clinical decision-making can …
Effectiveness of social needs screening and interventions in clinical settings on utilization, cost, and clinical outcomes: a systematic review
Objective: This systematic review examined and synthesized peer-reviewed research
studies that reported the process of integrating social determinants of health (SDOH) or …
studies that reported the process of integrating social determinants of health (SDOH) or …
Large language models to identify social determinants of health in electronic health records
Social determinants of health (SDoH) play a critical role in patient outcomes, yet their
documentation is often missing or incomplete in the structured data of electronic health …
documentation is often missing or incomplete in the structured data of electronic health …
The quality of social determinants data in the electronic health record: a systematic review
Objective The aim of this study was to collect and synthesize evidence regarding data
quality problems encountered when working with variables related to social determinants of …
quality problems encountered when working with variables related to social determinants of …
Artificial intelligence, ChatGPT, and other large language models for social determinants of health: Current state and future directions
This perspective highlights the importance of addressing social determinants of health
(SDOH) in patient health outcomes and health inequity, a global problem exacerbated by …
(SDOH) in patient health outcomes and health inequity, a global problem exacerbated by …
Documentation and review of social determinants of health data in the EHR: measures and associated insights
Abstract Objective Electronic Health Records (EHRs) increasingly include designated fields
to capture social determinants of health (SDOH). We developed measures to characterize …
to capture social determinants of health (SDOH). We developed measures to characterize …
Association of coded housing instability and hospitalization in the US
Importance Housing instability and other social determinants of health are increasingly
being documented by clinicians. The most common reasons for hospitalization among …
being documented by clinicians. The most common reasons for hospitalization among …
Adaptation of the risk analysis index for frailty assessment using diagnostic codes
Importance Frailty is associated with adverse outcomes after even minor physiologic
stressors. The validated Risk Analysis Index (RAI) quantifies frailty; however, existing …
stressors. The validated Risk Analysis Index (RAI) quantifies frailty; however, existing …
Racial and Ethnic Disparities in Perioperative Health Care Among Patients Undergoing Cardiac Surgery: JACC State-of-the-Art Review
There has been little progress in reducing health care disparities since the 2003 landmark
Institute of Medicine's report Unequal Treatment. Despite the higher burden of …
Institute of Medicine's report Unequal Treatment. Despite the higher burden of …
Is our science representative? A systematic review of racial and ethnic diversity in orthopaedic clinical trials from 2000 to 2020
Background A lack of racial and ethnic representation in clinical trials may limit the
generalizability of the orthopaedic evidence base as it applies to patients in …
generalizability of the orthopaedic evidence base as it applies to patients in …