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Digital Health Interventions to Prevent Type 2 Diabetes Mellitus: Systematic Review
Therefore, improving lifestyle can potentially help prevent T2 DM [1]. Diabetes prevention programs (DPPs) and other lifestyle modifications strategies have been applied worldwide, demonstrating that such changes can effectively reduce the risk of developing T2 DM [2-6].
Digital health interventions (DHIs), the application of digital technologies in health care [7], have transformed how health care is provided and experienced, leading to great health system efficiencies and clinical benefits [7-9].
J Med Internet Res 2025;27:e67507
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In contrast, it was difficult to prevent overfitting with the multilayer perceptron model; preventing this overfitting would likely require either a larger dataset or additional methods of regularization.
All of the models showed a decrement in performance when restricted to patients who did not currently have delirium and a further decrement when restricted without prior delirium.
JMIR Med Inform 2025;13:e60442
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Preventive Interventions for Internet Addiction in Young Children: Systematic Review
Preventive interventions are essentially needed for children to prevent them from experiencing the negative consequences of internet addiction [8,25].
The high risks and prevalence of internet addiction in young children raised the urgency in exploring how best to prevent this problem. There is a need to understand how the existing preventive interventions have been developed, implemented, and assessed to prevent or reduce the risks of internet addiction in young children.
JMIR Ment Health 2024;11:e56896
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Our specific study aims are as follows:
Evaluate the effectiveness of the PREVENT tool on process and patient outcomes.
JMIR Res Protoc 2021;10(1):e20184
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