Empowering Vulnerable Patients at Home: A User-Centered Platform for Natural Language-Driven Integration of Home and Clinical Health Data...24th International Conference of Informatics, Management and Technology in Healthcare (ICIMTH), July 3-5, 2026, Athens, Greece.
As care for old adults increasingly shifts to the home, integrating everyday health data into clinical practice remains a major challenge. Current solutions based on passive sensors or wearable data often lack contextual understanding, leaving clinicians disconnected from the lived experience at hom...
| Publicado en: | Studies in Health Technology & Informatics Vol. 338; pp. 653 - 658 |
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| Autores principales: | , , , , , |
| Formato: | proceedings research tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
2026
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=195115701&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 195115701 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09269630 U1V jtl: Studies in Health Technology & Informatics issn: 09269630 maglogo: N pubinfo: dt: 2026 vid: 338 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 195115701 195115701 195115701 10.3233/SHTI260926 195115701 ppf: 653 ppct: 5 formats: tig: atl: Empowering Vulnerable Patients at Home: A User-Centered Platform for Natural Language-Driven Integration of Home and Clinical Health Data...24th International Conference of Informatics, Management and Technology in Healthcare (ICIMTH), July 3-5, 2026, Athens, Greece. aug: au: HOOGESTRAAT, Anna Thalea BRANDES, Bastian KLEIN, Franziska SCHUMACHER, Anna HEIN, Andreas WULFF, Antje affil: Big Data in Medicine, Department of Health Services Research, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany sug: subj: Home Health Care In Old Age Clinical Information Systems Systems Integration Patient Centered Care In Old Age Empowerment In Old Age Patient Education In Old Age Natural Language Processing Human Congresses and Conferences Greece Greece Special Populations Communication Patient-Reported Outcomes User-Computer Interface Aged Gerontologic Care Individualized Medicine Decision Making, Clinical Digital Health Telemedicine Feedback Funding Source Aged: 65+ years ab: As care for old adults increasingly shifts to the home, integrating everyday health data into clinical practice remains a major challenge. Current solutions based on passive sensors or wearable data often lack contextual understanding, leaving clinicians disconnected from the lived experience at home. To address this gap, we propose a user-centered, natural language-based, asynchronous platform enabling patients to communicate relevant health events and contextual insights in their own words. Developed through a participatory design process, our web-based prototype integrates a large language model with interfaces visualizing health and sensor data, and facilitates communication with hospital care teams. The system supports real-time data sharing, thereby contributing to bridging the hospital-home divide. Early feedback has informed iterative technical refinements, and a real-world user study is in progress. This approach represents an important step toward empowering older adults as active partners in their care and enabling more individualized, responsive clinical decision-making. pubtype: Academic Journal doctype: proceedings research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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