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http://dx.doi.org/10.2215/CJN.0000000800 | DOI Listing |
Comput Biol Med
September 2025
Department of Electrical and Computer Engineering and the Institute of Biomedical Engineering, University of New Brunswick, Fredericton, E3B 5A3, NB, Canada.
Pattern recognition-based myoelectric control is traditionally trained with static or ramp contractions, but this fails to capture the dynamic nature of real-world movements. This study investigated the benefits of training classifiers with continuous dynamic data, encompassing transitions between various movement classes. We employed both conventional (LDA) and deep learning (LSTM) classifiers, comparing their performance when trained with ramp data, continuous dynamic data, and an LSTM pre-trained with a self-supervised learning technique (VICReg).
View Article and Find Full Text PDFNurs Ethics
September 2025
BackgroundNurse leaders play a vital role in fostering a health-promoting work environment. Despite the increasing recognition of the importance of their roles, studies focusing specifically on the actions they employ to foster such environments remain limited.Research aimThe aim of this study is to explore and enhance understanding of the actions nurse leaders employ to develop a health-promoting work environment.
View Article and Find Full Text PDFCancer Nurs
September 2025
Author Affiliation: School of Nursing, University of Connecticut, Storrs.
Background: Breast cancer is a leading cause of cancer-related morbidity and mortality and imposes substantial financial strain on individuals and society. Minoritized groups, particularly Black/African American (AA) women, face a heightened risk of financial toxicity during treatment, even after accounting for socioeconomic differences.
Objective: The aim of this study was to explore and provide meaningful interpretations of the financial experiences of Black/AA breast cancer survivors (BCSs).
Dementia (London)
September 2025
CIRCLE - Complex Intervention Research in Health and Care, Department of Women´s and Children´s Health, Uppsala University, Uppsala, Sweden.
People with dementia are living longer in the community and reliance on informal caregivers is increasing. Few studies have focused on the experiences of adult-daughter caregivers (daughter caregivers), who may have increased risk of depression and lack of support compared with spousal caregivers. We aimed to explore the experiences of accessing and receiving formal and informal support among daughter caregivers of people living with dementia in Sweden.
View Article and Find Full Text PDFJMIR Hum Factors
September 2025
College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China.
Background: The rapid advancement of next-generation sequencing has significantly expanded the landscape of precision medicine. However, health care professionals face increasing challenges in keeping pace with the growing body of oncological knowledge and integrating it effectively into clinical workflows. Precision oncology decision support (PODS) tools aim to assist clinicians in navigating this complexity, yet their current functionalities only partially address clinical needs.
View Article and Find Full Text PDF