This project contains two .ipynb files: Data Preprocessing and MIMIC Analysis. Data can be found here: https://mimic.physionet.org/ The Data Preprocessing file should be used first, when working with the large dataset to first obtain your sample. Once your sample is obtained, and csv file saved, you can use the MIMIC Analysis notebook to run the experiments. Dependencies required: Python Pandas NLTK corpus Keras Sci-kit learn