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Development of specialist palliative care in Dutch hospitals between 2014 and 2020: a repeated survey
Published 2025-01-01“…Key members of the hospital SPCTs completed questionnaires about the preceding year that included items on hospital and PC program characteristics, hospital-wide integration of specialist PC, and SPCT characteristics (92 hospitals in 2015, 79 in 2018 and 74 in 2021). …”
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Enhancing furcation involvement classification on panoramic radiographs with vision transformers
Published 2025-01-01“…Results Among the evaluated models, the ViT model outperformed all others, achieving the highest precision (0.98), recall (0.92), and F1 score (0.95), along with the lowest cross-entropy loss (0.27) and the highest accuracy (92%). …”
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Entrepreneurial Climate in India, China and the USA
Published 2023-12-01“…Further, confirmatory factor analysis was attempted to cross-validate the results. Key Points: • The results unveil that the Public conditions and Business Promotions (EFC) in the USA are superior to India and China. …”
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Characterisation of cardiovascular disease (CVD) incidence and machine learning risk prediction in middle-aged and elderly populations: data from the China health and retirement lo...
Published 2025-02-01“…Model performance was evaluated via analyses including the area under the ROC curve (AUC), precision, recall, F1 score, and SHAP plots for interpretability. …”
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Determinants of family planning services uptake among women within the reproductive age in the Yendi municipality in Northern Ghana
Published 2025-02-01“…The child welfare clinic (CWC) served as the point for the sampling of study respondents. …”
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Pathological and radiological assessment of benign breast lesions with BIRADS IVc/V subtypes. should we repeat the biopsy?
Published 2025-02-01“…Abstract Background Timely diagnosis is a crucial factor in decreasing the death rate of patients with breast cancer. BI-RADS categories IVc and V indicate a strong suspicion of cancer. …”
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Unlocking the link: predicting cardiovascular disease risk with a focus on airflow obstruction using machine learning
Published 2025-02-01“…Models were evaluated by AUC, accuracy, precision, recall, F1 score, and Brier score, with the SHapley Additive exPlanations (SHAP) enhancing explainability. …”
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Process evaluation of Project Daire: a food environment intervention that impacted food knowledge, wellbeing and dietary habits of primary school children
Published 2025-02-01“…Methods The Medical Research Council’s (MRC) framework for process evaluation was followed. …”
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Machine learning-driven prediction of medical expenses in triple-vessel PCI patients using feature selection
Published 2025-01-01“…Additionally, six machine-learning algorithms and five cross-validation techniques were employed to identify key features and construct the evaluation model. …”
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Compliance with maternal HIV retesting for pregnant women attending care in selected health facilities in Namutumba district, Uganda
Published 2025-01-01“…HIV retesting prevalence was 85%. Key factors associated with retesting included secondary education [APR 1.55, 95% CI (1.03-2.34)], tertiary education [APR 1.72, 95% CI (1.10-2.61)], attending at least five ANC visits [APR 1.11, 95% CI (1.01-1.21)], and spousal accompaniment for ANC or delivery [APR 1.18 (1.05-1.34)]. …”
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Why should we strive to let them thrive? Exploring the links between homecare professionals thriving at work, employee ambidexterity, and innovative behavior
Published 2025-01-01“…Thus, the study contributes to a relatively neglected area, homecare, within the domain of health services research. Methods In this cross-sectional study, N = 258 Norwegian homecare professionals in nine municipalities were selected through convenience sampling. …”
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