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Skip search results from other journals and go to results- 53 Journal of Medical Internet Research
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Ensemble models, including RF, CB, XGBoost, and Light GBM, demonstrated strong predictive performance, all achieving an accuracy above 0.81. KNN and SVM showed slightly lower accuracy (0.798 and 0.794) and comparable AUC values (0.733 and 0.742). In terms of precision and recall, KNN exhibited the highest precision (0.868) but the lowest recall (0.514), leading to a lower F1-score (0.621).
J Med Internet Res 2025;27:e68030
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As the Colleges of Emergency Medicine have identified, the use of telehealth in EM is in the formative stage and currently lacks a strong evidence base for clinical practice in the context of emergency care.
The ACEM and Australian New Zealand Fellow of ACEM (FACEM) Telemedicine Community of Practice (ANZFTCOP), superseded by a formal ACEM Emergency Telehealth Network, raised the importance of local context and the unplanned and exigent nature of emergency care [3].
JMIR Hum Factors 2025;12:e58851
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As a systematic review of Indigenous populations’ birth outcomes in New Zealand, Australia, Canada, and the United States found, Indigenous groups experience significantly higher rates of preterm birth and neonatal death than non-Indigenous populations [29], and a growing body of international research has also documented a strong dose-dependent relationship between experiences of discrimination and health outcomes [30].
JMIR Pediatr Parent 2025;8:e66401
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There was strong support for the use of deidentified personal health data and images of tissue in the development of AI technologies for pathology by public bodies. This is reassuring given the potential impact of controversial failed NHS data-sharing projects such as care.data [41] and the General Practice Data for Planning and Research program [42] on public opinion.
J Med Internet Res 2025;27:e59591
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