Artificial Intelligence to Prevent Mobile Heart Failure Patients Decompensation in Real Time: Monitoring-Based Predictive Model

<table class="table-group" id="tab11"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2">Group</td><td class="align_center" colspan="2">Random forest</td><td class="align_center" colspan="2">Naïve Bayes</td></tr><tr class="thead"><td class="align_center">Se</td><td class="align_center">FA/pt-y</td><td class="align_center">Se</td><td class="align_center">FA/pt-y</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Green</td><td class="align_center">1</td><td class="align_center">79</td><td class="align_center">0.75</td><td class="align_center">59.4</td></tr><tr><td class="align_left">Yellow</td><td class="align_center">0.08</td><td class="align_center">1.29</td><td class="align_center">0.41</td><td class="align_center">13.2</td></tr><tr><td class="align_left">Red</td><td class="align_center">0</td><td class="align_center">0.11</td><td class="align_center">0.47</td><td class="align_center">7.8</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Results of the predictive models.</div>

Mobile Information Systems

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Table 11

Table 11: Artificial Intelligence to Prevent Mobile Heart Failure Patients Decompensation in Real Time: Monitoring-Based Predictive Model 