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Skip search results from other journals and go to results- 672 Journal of Medical Internet Research
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Jing Lin and Woo-Rin Chang independently extracted this information using predefined Microsoft Excel (Table 4).
Subsequently, the authors thoroughly reviewed and validated the collected data to ensure accuracy and reliability. In cases of disagreement, consensus was reached through discussion. Finally, the data were organized and categorized for each specific outcome to enable a comprehensive assessment of the findings.
Characteristics of included studies.
JMIR Serious Games 2025;13:e60937
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Implementation of Telemedicine for Patients With Dementia and Their Caregivers: Scoping Review
J Med Internet Res 2025;27:e65667
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The Applications of Large Language Models in Mental Health: Scoping Review
J Med Internet Res 2025;27:e69284
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Current Technological Advances in Dysphagia Screening: Systematic Scoping Review
Wang et al [82] suggested that a test sample size of 98 might be necessary for deep learning, as estimated based on statistical heuristics. Data augmentation and other techniques such as undersampling, penalization, and Monte Carlo simulation could be used to address class imbalance problem because of scarcity of patients with dysphagia in the dataset.
J Med Internet Res 2025;27:e65551
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