According to this web page (https://mimic.physionet.org/) it also contains medications:
"MIMIC is an openly available dataset developed by the MIT Lab for Computational Physiology, comprising deidentified health data associated with ~60,000 intensive care unit admissions. It includes demographics, vital signs, laboratory tests, medications, and more."
However the way you describe the data you are looking for, you seem to be not interested in vitals or lab values. Altough I am a Computer Scientist, I would guess that particularly those information will boost the performance of your predictor.