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Skip search results from other journals and go to results- 397 Journal of Medical Internet Research
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Future trials are needed to further validate the insights proposed in our studies and to assess the long-term effects on PA.
J Med Internet Res 2025;27:e62906
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Other studies used neural networks to forecast 1-year mortality after variceal bleeding [30] or liver transplantation [31], emphasizing the trend toward long-term outcome modeling. These findings underscore ML’s expanding role in liver disease prediction. Our study contributes to this field by focusing on early HE prediction in noncancer-related cirrhosis using a transparent and interpretable XGBoost framework.
JMIR Med Inform 2025;13:e71229
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In the real world, fine needle aspiration (FNA) has long been the favored diagnostic method in the management of suspicious thyroid nodules [5]. Before that, different regions used various Thyroid Imaging, Reporting, and Data System guidelines to screen suspicious thyroid nodules that need to receive further FNA [6,7]. However, the decision process of the Thyroid Imaging, Reporting, and Data System results in a significant number of unnecessary FNAs performed for benign lesions [8].
JMIR Med Inform 2025;13:e71740
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As the number of internet hospitals continues to increase, ensuring their operational readiness and capacity to deliver high-quality care will be paramount to achieving long-term health outcomes and reducing inequalities in health care access.
However, this study has some limitations. Reliance on expert opinions through the Delphi method, while robust in achieving consensus, may introduce subjective biases that could influence the selection and weighting of indicators.
J Med Internet Res 2025;27:e72931
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The preference for mobile-based platforms in tailored training (P
Overall, while mobile-based platforms show promise in improving feedback timeliness and training individualization in our pilot study, further research is needed to evaluate their long-term impact on competency development, clinical outcomes, and residency training culture.
JMIR Med Educ 2025;11:e57216
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These include stigma, fears around confidentiality, culturally insensitive services, long waiting times, and uncertainty about where and how to seek support [22,23]. These issues are further complicated by the devolved nature of health and education policy in the United Kingdom, which has resulted in marked variations in the organization, funding, and delivery of student mental health services across England, Scotland, Wales, and Northern Ireland.
JMIR Res Protoc 2025;14:e65594
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Engaging in long-term health behaviors, such as regular physical activity and a healthy diet, can greatly reduce the risk of severe acute infectious diseases and chronic noncommunicable conditions, including coronary heart disease, type 2 diabetes mellitus, and cancer [4,5]. Large-scale and sustained health behavior practices are vital as they help mitigate future pandemic risks and enhance preparedness [6].
JMIR Public Health Surveill 2025;11:e66535
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