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Azfarhashmi/adaption-clinical-reasoning-cases

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-clinical_reasoning_cases This dataset contains complex medical case studies presented as prompt-completion pairs covering diverse specialties such as cardiology, oncology, and emergency medicine. Each entry features a detailed patient scenario followed by an expert-level response that outlines diagnostic reasoning, critical management steps, and evidence-based treatment protocols.… See the full description on the dataset page: https://huggingface.co/datasets/Azfarhashmi/adaption-clinical-reasoning-cases.

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-clinicalreasoningcases

This dataset contains complex medical case studies presented as prompt-completion pairs covering diverse specialties such as cardiology, oncology, and emergency medicine. Each entry features a detailed patient scenario followed by an expert-level response that outlines diagnostic reasoning, critical management steps, and evidence-based treatment protocols. The content emphasizes differential diagnosis, investigation strategies, and adherence to current clinical guidelines for high-acuity conditions.

Dataset size

There are 11,201 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 4.4%.

Domain

  • —Medical (100%)

Language

  • —English (100%)

Tone

  • —Analytical (50%)
  • —Professional (38%)
  • —Urgent (13%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/e011ed2e-b84c-4433-90a5-5f1f5e100522.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/98fad1e0-8f2a-4f67-b91c-73ea91b8c88d.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/9eb1e1ab-a7c7-4103-9cff-b9e820f6db4a.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />