Working with an entrepreneurial startup company, Aurora Health Care in Milwaukee has developed an approach for leveraging the services of one provider who sees patients remotely during the triage process at multiple ED sites. The process has enabled the health system to accelerate throughput times while maximizing provider resources and boosting patient satisfaction. At Aurora Sinai Medical Center in Milwaukee, the approach has reduced door-to-provider times from 60 minutes to about 10 minutes, on average. In addition, the average length of stay has declined by 40 minutes, and the leave-without-being-seen rate has plummeted from 8% to 2%. Providers serving in the virtual triage role average 12-15 patient consults per hour, and the average length of these patient-provider interactions is 80 seconds. Developers say the key to the success of the approach is placing a technician in the ED who can execute the remote physician's orders so that each patient's workup is well underway by the time the patient sees the treating physician on site in the ED. Health system administrators are exploring other ways they can use telemedicine, perhaps to accelerate discharges from the ED and eventually putting remote physicians in charge of low-acuity cases.
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Background: Coronary heart disease (CHD) and depression frequently co-occur, significantly impacting patient outcomes. However, comprehensive health status assessment tools for this complex population are lacking. This study aimed to develop and validate an explainable machine learning model to evaluate overall health status in patients with comorbid CHD and depression.
View Article and Find Full Text PDFMenopause
January 2025
National Institute of Health, Cheongju, Republic of Korea.
Objectives: We examined the health-related quality of life (HRQoL) during menopause transition (MT) among middle-aged Korean women.
Methods: This cross-sectional study comprised 2,290 middle-aged women who completed web-based questionnaires between 2020 and 2022. Based on self-reported menstrual cycle patterns, menopause status was classified as premenopausal, early or late transition, or postmenopausal.
JMIR Res Protoc
January 2025
School of Exercise and Nutrition Sciences, Institute for Physical Activity and Nutrition, Deakin University, Burwood, Australia.
Background: Heart failure (HF) is a chronic, progressive condition where the heart cannot pump enough blood to meet the body's needs. In addition to the daily challenges that HF poses, acute exacerbations can lead to costly hospitalizations and increased mortality. High health care costs and the burden of HF have led to the emerging application of new technologies to support people living with HF to stay well while living in the community.
View Article and Find Full Text PDFJMIR Form Res
January 2025
CIRCLE - Complex Intervention Research in Health and Care, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden.
Background: Parents of children treated for cancer may experience psychological difficulties including depression, anxiety, and posttraumatic stress. Digital interventions, such as internet-administered cognitive behavioral therapy, offer an accessible and flexible means to support parents. However, engagement with and adherence to digital interventions remain a significant challenge, potentially limiting efficacy.
View Article and Find Full Text PDFInteract J Med Res
January 2025
Medical Directorate, Lausanne University Hospital, Lausanne, Switzerland.
Large language models (LLMs) are artificial intelligence tools that have the prospect of profoundly changing how we practice all aspects of medicine. Considering the incredible potential of LLMs in medicine and the interest of many health care stakeholders for implementation into routine practice, it is therefore essential that clinicians be aware of the basic risks associated with the use of these models. Namely, a significant risk associated with the use of LLMs is their potential to create hallucinations.
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