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Skip search results from other journals and go to results- 1139 Journal of Medical Internet Research
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(C) Git Hub repository versions of each protocol and its components, assigning persistent uniform resource identifiers (URIs) and serving associated web interfaces. (D) The browser-based reproschema-ui enables interactive survey deployment and data collection. (E) Survey responses are stored in structured JSON-LD with embedded provenance and links to standardized schema elements.
J Med Internet Res 2025;27:e63343
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The Guidance of Initiation of Voluntary Recalls Under 21 CFR Part 7, Subpart C mentions referencing 21 CFR 820.100(a)(2), which requires procedures for implementing corrections or preventive actions to include an investigation of the causes for nonconformities related to the product, processes, and quality systems.
JMIR Med Inform 2025;13:e67552
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(C) The Mind Motion GO telerehabilitation device uses camera-based motion tracking to control gamified training activities displayed on a television screen. (D) The Izar, a therapeutic device to train hand function, being grasped in a hand.
Suggested weekly schedule.
These telerehabilitation sessions were guided directly by a physical therapist who was present via video conferencing.
JMIR Serious Games 2025;13:e69335
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Leveraging AI to Drive Timely Improvements in Patient Experience Feedback: Algorithm Validation
For SVM, both L1 and L2 regularization, variance tolerance values for the stopping criteria, and different values for the inverse of regularization strength, C, were compared. As regularization has a known role in reducing overfitting, the hyperparameters were chosen for tuning to identify the amount and type of regularization and early stopping criteria that are suitable for the classification tasks. After this, the optimal hyperparameters were found by Grid Search CV from the scikit-learn library.
JMIR Med Inform 2025;13:e60900
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The most important features are a high extension in pulmonary infiltrate in the radiology report, tachypnea, LDH, BMI, C-reactive protein, and leukocyte.
Features such as creatinine, EDW, and procalcitonin have ambiguous interpretations, as both low and high values contribute to the prediction. Figure 8 provides an example of this behavior for EDW.
J Med Internet Res 2025;27:e70674
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