Fever prediction model using high-frequency real-time sensor data

Machine Learning has the ability to gain information, process it and give a well-defined output to the end-user. Machine Learning algorithms can recognize patterns in behaviour and create their own logic. I will be applying Machine Learning algorithms and deep learning classification techniques to predict the onset of fever in patients. I plan to do the following over the summer. • Analyze the data and select the relevant physiological variables from the dataset. • Extract the features from the physiological variables. • Use different Machine Learning algorithms on the processed data. • Use deep learning techniques on the processed data.