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MediSynth: Medical Data Synthesis Framework
📑 Paper | 🌐 Project Page | 💾 Released Resources | 📦 Repo
We release the raw data for our processed ClinicalNotes dataset, adopted from the original dataset from bigscience team's biomedical corpus.
The data format for each line in the clinical_notes_raw.jsonl is as follows:
{
"note_type": <the type of clinical note (e.g., discharge summary, progress note)>,
"department": <the medical department>,
"chief_complaint": <the patient's chief complaint>,
"clinical_text": <the raw clinical text>,
"icd_codes": [
{
"code": <ICD-10 code>,
"description": <code description>
},
...
],
"source": <the source of the template>,
"specialty": <medical specialty>
}
Some of the icd_codes are empty. The reason is that certain clinical notes do not have formal diagnoses attached.
*Note: Due to imperfect template transformations, some clinical notes may contain formatting artifacts. We leave this as future work to further enhance our data quality.
License
The license for this dataset is CC-BY-SA-4.0.
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