AIMC Topic: Social Support
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Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model.
Journal of the American Medical Informatics Association : JAMIA
Jan 1, 2025
OBJECTIVES: Social support (SS) and social isolation (SI) are social determinants of health (SDOH) associated with psychiatric outcomes. In electronic health records (EHRs), individual-level SS/SI is typically documented in narrative clinical notes r...
Using Natural Language Processing on Expert Panel Discussions to Gain Insights for Recruitment, Retention and Intervention Adherence for Online Social Support Interventions on a Stage II-III Clinical Trial Among Hispanic and African American Dementia Caregivers.
Studies in health technology and informatics
Aug 22, 2024
We applied natural language processing (NLP) to a corpus extracted from 4 hours of expert panel discussion transcripts to determine the sustainability of a Stage II-III clinical trial of online social support interventions for Hispanic and African Am...
New and emerging technology for adult social care - the example of home sensors with artificial intelligence (AI) technology.
Health and social care delivery research
Jun 1, 2023
BACKGROUND: Digital technology is a focus within the NHS and social care as a way to improve care and address pressures. Sensor-based technology with artificial intelligence capabilities is one type of technology that may be useful, although there ar...
A NICE perspective on computable biomedical knowledge.
BMJ health & care informatics
Jul 1, 2020
INTRODUCTION: The National Institute for Health and Care Excellence (NICE) plays a central role in the NHS. We distill knowledge of best practice from the best available sources of evidence and share this across the health and care system, typically ...
Decision support for Scotland's health and social care: learning from an outcomes-focused approach.
BMJ health & care informatics
Jul 1, 2020
This short report shares learning from the research and development phase of the national decision support programme in NHS Scotland. It outlines how the programme has adopted an outcomes-focused approach which has guided critical decisions on soluti...
Identifying vulnerable older adult populations by contextualizing geriatric syndrome information in clinical notes of electronic health records.
Journal of the American Medical Informatics Association : JAMIA
Aug 1, 2019
OBJECTIVE: Geriatric syndromes such as functional disability and lack of social support are often not encoded in electronic health records (EHRs), thus obscuring the identification of vulnerable older adults in need of additional medical and social s...
Social Robots, Robotic Assistants, and Home Health Monitoring Devices: A Gerontological Research Perspective.
Research in gerontological nursing
Jul 1, 2019
Arash: A social robot buddy to support children with cancer in a hospital environment.
Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine
Jun 1, 2018
This article presents the thorough design procedure, specifications, and performance of a mobile social robot friend Arash for educational and therapeutic involvement of children with cancer based on their interests and needs. Our research focuses on...
Two new computational methods for data analysis: A social network analysis-based classifier and the GEEORD SAS module.
Computer methods and programs in biomedicine
Oct 1, 2017
A Novel Model for Predicting Rehospitalization Risk Incorporating Physical Function, Cognitive Status, and Psychosocial Support Using Natural Language Processing.
Medical care
Mar 1, 2017
BACKGROUND: With the increasing focus on reducing hospital readmissions in the United States, numerous readmissions risk prediction models have been proposed, mostly developed through analyses of structured data fields in electronic medical records a...
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