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(B) The heat plot of SHAP values illustrates the relationships between variables and CHD. Purple signifies a positive relationship and yellow a negative one.
JMIR Cardio 2025;9:e68066
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Digital Mental Health Interventions for Young People Aged 16-25 Years: Scoping Review
J Med Internet Res 2025;27:e72892
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Cocreating the Visualization of Digital Mobility Outcomes: Delphi-Type Process With Patients
A: Horizontal stacked bar chart showing number of steps across a week and through each day to indicate fatigue
B: Bar chart showing average walking speed across a week both indoors and outdoors to indicate fatigue.
C: Line chart showing average walking speed across a week both indoors and outdoors to indicate balance.
A summary of the insights gained from participants during round 2.
“Easy to understand, maybe brighter colours would make it easier to read.
JMIR Form Res 2025;9:e68782
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Profile accuracy: H=high, M=medium, L=low. AUC: area under the curve; M: mixed; N: negative; P: positive; TPR: true-positive rate; TNR: true-negative rate.
The above summary (Figure 2) presents results for all pilot study patients to show performance and overall results. However, the individual prognostic patient profile as used in IMPT clinical assessment provides clearly presented summary results for each patient.
JMIR Rehabil Assist Technol 2025;12:e65890
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Those with only 1 day of entries (n=322) were excluded from the analysis and were similar to the analytical sample in terms of baseline weight (P=.08) and fasting glucose (P=.41) but had a lower BMI (24.5kg/m², P=.01) and included significantly more men and nonbinary individuals (P
The app was used by the analytical sample for a median of 19 (IQR 9-28) days, with 7 (IQR 3-13) weight entries and 52 (IQR 25-82) glucose entries, which were primarily preprandial glucose entries (Table 2).
JMIR Form Res 2025;9:e65368
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