MIMIC-IV-Ext-GPT-3_5-Generated-Discharge-Summaries-for-Low-Resource-Codes

This dataset comprises 9,606 Synthetic Discharge Summaries generated by
GPT-3.5 based on combinations of ICD-10-code descriptions associated with real
discharge summaries in MIMIC-IV. As part of the generation process, GPT-3.5
was also tasked to code the discharge summaries (presented in square brackets
in the Discharge sections) and predict a patient discharge status of 'DEAD' or
'ALIVE'.

Each generated discharge summary is presented with the following data - a list
of ICD-10-CM and ICD-10-PCS codes upon which the prompt was based, the textual
descriptions of said ICD-10-CM and ICD-10-PCS codes which are used in the
prompt, the prompt itself, the raw output (including the predicted ICD-10
codes assigned to descriptions). We further provide the processed version of
these discharge summaries we used in our augmentation experiments.