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Skip search results from other journals and go to results- 283 Journal of Medical Internet Research
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Nonbinary data were one-hot encoded, a method for rearranging categorical data into binary variables, and numerical data were normalized using min-max scaling. This would convert all numeric values between or equal to a value of 0 and 1. Min-max scaling is given by:
One-hot encoding, min-max scaling, and dataset splitting were accomplished using the Scikit-Learn library (version 0.24.2) [24]. These steps are required to improve the performance of machine learning models and training stability.
J Med Internet Res 2025;27:e62853
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When the separation time exceeds the set threshold (ie, 45 min), the PDA immediately issues an alarm, to remind the nursing staff to send the newborn back to the room promptly.
Key information on the management of neonatal admission and exit rooms.
Figure 4 provides key information on the management of neonatal admission and exit rooms, specifically including the following aspects:
Patient information display: the interface displays information about the current neonatal patient.
JMIR Med Inform 2025;13:e66451
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