Introduction: Smart homes for assistance help compensate cognitive deficits, thus favoring aging in place. However, to be effective, the assistance must be adapted to the abilities, deficits, and habits of the person. Beside the elder, caregivers are the ones who know the person's needs best. This article presents a Do-it-Yourself approach for helping caregivers designing a smart home for assistance.
Methods: A co-construction process between a caregiver and a virtual adviser was designed. The knowledge of the virtual adviser about smart homes, activities of daily living and assistance is organized in an ontology. The caregiver interacts with the virtual adviser in augmented reality to describe the home and the resident's habits inside it. The process is illustrated with an ordinary activity: 'Drink water'.
Results: The proposed process highlights two main steps: describing the environment and determining the resident's habits and the assistance required to improve activity performance. Visual guidance and feedback are provided to ease the process.
Conclusion: Designing a co-construction process with a virtual adviser allows interactive knowledge sharing with the caregivers who are experts of the person's needs. Future work should focus on evaluating the prototype presented and providing deeper advice such as highlighting incomplete or incorrect scenarios, or navigation aid.
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http://dx.doi.org/10.1177/2055668320964121 | DOI Listing |
NPJ Digit Med
January 2025
Department of Biomedical Data Science, Stanford, CA, USA.
Large language models (LLMs) with retrieval-augmented generation (RAG) have improved information extraction over previous methods, yet their reliance on embeddings often leads to inefficient retrieval. We introduce CLinical Entity Augmented Retrieval (CLEAR), a RAG pipeline that retrieves information using entities. We compared CLEAR to embedding RAG and full-note approaches for extracting 18 variables using six LLMs across 20,000 clinical notes.
View Article and Find Full Text PDFPLoS Negl Trop Dis
January 2025
NLR | until No Leprosy Remains, Amsterdam, The Netherlands.
Background: People with disabilities due to neglected tropical diseases (NTDs), such as leprosy and lymphatic filariasis (LF), often encounter situations of stigma and discrimination that significantly impact their mental wellbeing. Mental wellbeing services are often not available at the peripheral level in NTD-endemic countries, and there is a need for such services. Basic psychological support for persons with NTDs (BPS-N) from peers is an important potential solution for addressing mental wellbeing problems.
View Article and Find Full Text PDFJ Obstet Gynaecol India
December 2024
Department of Surgical Oncology, SMS Medical College and Attached Group of Hospitals, B 31 Prabhu Marg Tilak Nagar, Jaipur, 302004 India.
Nurse Educ Today
December 2024
Department of Fundamental Nursing, School of Nursing, Jilin University, Changchun 130021, Jilin Province, PR China. Electronic address:
Objective: To summarise and compare the applications and effectiveness of virtual reality in cultivating clinical thinking among nursing students and to further analyse the active ingredients of virtual reality applications.
Design: Systematic review.
Review Methods: A systematic and comprehensive search of PubMed, Web of Science, Cochrane, Scopus, Embase, and CINAHL was conducted from the inception until 5th of February 2024.
J Appl Microbiol
January 2025
Department of Genetics, Microbiology and Statistics, School of Biology, Enteric Virus Laboratory, Barcelona 08028, Spain.
Enteroviruses (EVs) are a highly diverse group of viruses multiplying primarily in the gastrointestinal tract and/or the upper respiratory tract, initially distributed in two separate genera: Enterovirus and Rhinovirus, respectively. According to the similarities in genome organization and particle structure, rhinovirus species were later reclassified as also belonging to genus Enterovirus. Human EV infections are usually asymptomatic or causing mild clinical manifestations.
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