Figure 3: TM-Oxi System: LD Technologies, Miami, Florida. (Courtesy: Dr. Albert Maarek). The figure shows analysis of pulse wave forms. The data collected on pulse waveforms are subjected to photoplethysmography analysis to measure endothelial dysfunction