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jadhavmanasi70/adaption-vaidya-rural-symptoms-v1

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-vaidya_rural_symptoms This dataset maps colloquial symptom expressions from multiple Indian languages and dialects to standardized medical meanings and severity levels. It is designed to bridge the gap between rural healthcare communication and formal medical terminology for NLP applications. The data includes core fields for symptom phrases, language, dialect, corrected meaning, and… See the full description on the dataset page: https://huggingface.co/datasets/jadhavmanasi70/adaption-vaidya-rural-symptoms-v1.

sourceHugging Faceupdated 3mo agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-vaidyaruralsymptoms

This dataset maps colloquial symptom expressions from multiple Indian languages and dialects to standardized medical meanings and severity levels. It is designed to bridge the gap between rural healthcare communication and formal medical terminology for NLP applications. The data includes core fields for symptom phrases, language, dialect, corrected meaning, and emergency severity classification.

Dataset size

There are 12,601 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 60.0%.

Domain

  • —Medical (100%)

Language

  • —English (100%)

Tone

  • —Informative (100%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/c45f50bd-19f6-47a3-a6aa-fadf34260b62.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/bb12626d-01ca-4f94-88b2-deac63661684.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/50e5ebaf-7afa-4664-b492-a625aee3041c.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />