Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Background: As societies age, the demand for high-quality, continuous elderly care rises. Traditional clinical care often struggles to address the multifaceted needs of older adults, particularly those requiring long-term care. The Continuity of Care Maturity Model (CoCMM) by HIMSS highlights the importance of integrated, patient-centered care, yet challenges such as fragmented communication, insufficient data integration, and lack of real-time records persist in Taiwan.

Objective: This study aimed to design, implement, and evaluate "Life Concerto," (®) an AI-enabled integrated communication and collaboration platform, to address these gaps and improve care quality and efficiency.

Methods: Life Concerto utilized a BERT-based natural language processing system for keyword and message classification, supported by expert-curated decision-support algorithms. The platform facilitated multilingual communication, real-time interaction, and structured documentation among caregivers, healthcare providers, and family members. Pilot implementation included 897 chat rooms and over 2,167 users across 35 institutions, integrating use cases for long-term care, home-based acute care, and dementia care.

Results: Results showed a 5.5 times per week interaction frequency between patients and care teams, significantly higher than traditional care models. It also reduced dementia visit times by 66.4%, cutting administrative workload and improving data accuracy, as it enabled real-time sharing of patient conditions, vital signs, and episode records. Multilingual support, including Indonesian, Filipino, Vietnamese, and English, broke down language barriers and ensured inclusive communication for foreign caregivers.

Discussion: Achieving HIMSS Continuity of Care Maturity Model Level 7, Life Concerto established a dynamic, interconnected, patient-centered care model. While adoption barriers such as training requirements and resistance to change were noted, the platform's success highlights the transformative potential of AI-driven solutions in elderly care. Future efforts should focus on seamless integration with electronic health records (EHRs) and addressing implementation challenges to promote widespread adoption and enhance holistic care delivery.

Download full-text PDF

Source
http://dx.doi.org/10.3233/SHTI250986DOI Listing

Publication Analysis

Top Keywords

care
15
life concerto
12
elderly care
8
long-term care
8
continuity care
8
care maturity
8
maturity model
8
patient-centered care
8
transforming geriatric
4
geriatric care
4

Similar Publications

Background: Laboratory animal veterinarians play a crucial role as a bridge between the ethical use of laboratory animals and the advancement of scientific and medical knowledge in biomedical research. They alleviate pain and reduce distress through veterinary care of laboratory animals. Additionally, they enhance animal welfare by creating environments that mimic natural habitats through environmental enrichment and social associations.

View Article and Find Full Text PDF

Introduction: Medical physicists play a critical role in ensuring image quality and patient safety, but their routine evaluations are limited in scope and frequency compared to the breadth of clinical imaging practices. An electronic radiologist feedback system can augment medical physics oversight for quality improvement. This work presents a novel quality feedback system integrated into the Epic electronic medical record (EMR) at a university hospital system, designed to facilitate feedback from radiologists to medical physicists and technologist leaders.

View Article and Find Full Text PDF

Background: Survivors of critical illness frequently face physical, cognitive and psychological impairments after intensive care. Sensorimotor impairments potentially have a negative impact on participation. However, comprehensive understanding of sensorimotor recovery and participation in survivors of critical illness is limited.

View Article and Find Full Text PDF

Background: The treatment of critically ill patients in intensive care units is becoming increasingly complex. For example, organ transplants are regularly carried out, the recipients are seriously ill, and the postoperative course can be complicated. This is why organ replacement and hemadsorption procedures are becoming increasingly important.

View Article and Find Full Text PDF