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Based on their personal usage frequency and the facilities they wish to use, for the utmost in sustainable fitness. (“wi2”) provides to the user (“user”). Objective in this paper, we study the relation between electrocardiogram (ecg) and photoplethysmogram (ppg) and infer the waveform of ecg via the ppg signals. We provide information on topics such as financial results, the development of siemens healthineers and financial events.