Non-invasive monitoring: Vitalism enables non-invasive monitoring of vital signs such as heart rate, oxygen saturation, and blood pressure using low-cost, high-quality portable cameras. Real-time video analysis: The app utilizes advanced image and signal processing techniques to extract features from videos in real-time, allowing for timely monitoring and diagnosis of patients. Accurate vital sign measurements: The use of remote photoplethysmography (rPPG) and wavelet filtering techniques ensure