Patient Monitoring Systems are the extremely critical monitoring systems. used for monitoring physiological signals including Electrocardiograph (ECG), Respiration , Invasive and Non-Invasive Blood Pressure, Oxygen Saturation in Human Blood (SpO2). Health monitoring is very important in terms of prevention, particularly if the early detection of diseases can reduce suffering and medical costs. The diagnosis and prompt treatment of various diseases can radically improve alternatives for the medical treatment of the patient. The health monitoring software may also free up more beds in hospitals that can be occupied by patients who need urgent help. After analyzing health indicators with the help of AI, the system may suggest that a certain patient can be discharged and recover at home while receiving medical advice remotely.