Quality-on-Demand Compression of EEG Signals for Telemedicine Applications Using Neural Network Predictors

<div class="floats-full-page floats-full-page-other"><h2>Table 6</h2><div class="floats-full-page-caption">Estimation of CC using different two-stage schemes.</div><div class="floats-full-page-content"><table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr /></td></tr><tr class="thead"><td align="left">EEG data set</td><td align="center"><svg height="11.6125" id="M57" style="vertical-align:-0.0pt" version="1.1" viewbox="0 0 11.45 11.6125" width="11.45" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g transform="matrix(.017,-0,0,-.017,.062,11.55)"><path d="M649 676l-22 -187l-33 -2q3 56 -12 94q-8 20 -31.5 26.5t-86.5 6.5h-74l-90 -491q-4 -23 -6 -36.5t1 -25t7 -16.5t18 -9t27 -5t41 -3l-6 -28h-286l4 28q68 5 84 18.5t28 76.5l94 491h-55q-74 0 -100.5 -6t-41.5 -23q-24 -29 -54 -98l-32 1q32 98 53 188h22q7 -18 15 -22&#10;t37 -4h417q23 0 33.5 5t25.5 21h23z" id="x1D447"></path></g>
</svg> (%)</td><td align="center">Q1</td><td align="center">Q2</td><td align="center">Q3</td></tr><tr><td class="thead-hr" colspan="5"><hr /></td></tr><tr><td align="left" rowspan="5">DS1</td><td align="center">1</td><td align="center">0.982</td><td align="center">0.958</td><td align="center">0.923</td></tr><tr><td align="center">3</td><td align="center">0.972</td><td align="center">0.93</td><td align="center">0.875</td></tr><tr><td align="center">5</td><td align="center">0.964</td><td align="center">0.921</td><td align="center">0.842</td></tr><tr><td align="center">7</td><td align="center">0.942</td><td align="center">0.90</td><td align="center">0.83</td></tr><tr><td align="center">9</td><td align="center">0.891</td><td align="center">0.865</td><td align="center">0.81</td></tr><tr><td align="center" colspan="5"><hr /></td></tr><tr><td align="left" rowspan="5">DS2</td><td align="center">1</td><td align="center">0.99</td><td align="center">0.98</td><td align="center">0.976</td></tr><tr><td align="center">3</td><td align="center">0.987</td><td align="center">0.97</td><td align="center">0.962</td></tr><tr><td align="center">5</td><td align="center">0.965</td><td align="center">0.952</td><td align="center">0.92</td></tr><tr><td align="center">7</td><td align="center">0.95</td><td align="center">0.93</td><td align="center">0.90</td></tr><tr><td align="center">9</td><td align="center">0.921</td><td align="center">0.91</td><td align="center">0.89</td></tr><tr><td align="center" colspan="5"><hr /></td></tr><tr><td align="left" rowspan="5">DS3</td><td align="center">1</td><td align="center">0.984</td><td align="center">0.97</td><td align="center">0.965</td></tr><tr><td align="center">3</td><td align="center">0.974</td><td align="center">0.961</td><td align="center">0.951</td></tr><tr><td align="center">5</td><td align="center">0.932</td><td align="center">0.91</td><td align="center">0.88</td></tr><tr><td align="center">7</td><td align="center">0.92</td><td align="center">0.89</td><td align="center">0.862</td></tr><tr><td align="center">9</td><td align="center">0.90</td><td align="center">0.887</td><td align="center">0.86</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 6 | Quality-on-Demand Compression of EEG Signals for Telemedicine Applications Using Neural Network Predictors

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Table 6: Quality-on-Demand Compression of EEG Signals for Telemedicine Applications Using Neural Network Predictors

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Table 6

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