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T3ns0rT1nk3r/adaption-clinical-notes-to-structured-json

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-clinical_notes_to_structured_json This dataset contains pairs of unstructured clinical intake notes and their corresponding structured JSON representations. Each sample transforms raw patient descriptions, including demographics, symptoms, vitals, and treatments, into a standardized schema with specific fields for analysis. The content covers diverse medical scenarios ranging from… See the full description on the dataset page: https://huggingface.co/datasets/T3ns0rT1nk3r/adaption-clinical-notes-to-structured-json.

sourceHugging Faceupdated 4mo agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-clinicalnotestostructuredjson

This dataset contains pairs of unstructured clinical intake notes and their corresponding structured JSON representations. Each sample transforms raw patient descriptions, including demographics, symptoms, vitals, and treatments, into a standardized schema with specific fields for analysis. The content covers diverse medical scenarios ranging from minor injuries to acute allergic reactions and chronic conditions.

Dataset size

There are 9 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 46.7%.

Domain

  • —Medical (100%)

Language

  • —English (100%)

Tone

  • —Cautious (44%)
  • —Urgent (22%)
  • —Helpful (22%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/66813155-26ac-4571-8e49-4c255472e861.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/c0e4b915-7936-4a5d-a15b-40c35842b5d7.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/13393f8e-c28e-403f-a3dd-be870b778ef9.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />