vaishnavipadmanabhan/adaption-chest-xray-pneumonia-labels

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-chestxraypneumonia_labels

This dataset contains labeled samples for chest X-ray image classification, distinguishing between normal cases and those with pneumonia. Each entry provides a diagnostic label indicating the presence of pneumonia or a normal lung condition. The data is structured as pairs with a single completion field holding the categorical diagnosis.

Dataset size

There are 9,757 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is D, with a relative quality improvement of -12.0%.

Domain

• —Other (50%)
• —Medical (50%)

Language

• —English (100%)

Tone

• —Informative (86%)
• —Objective (14%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/df7cfa68-3af3-495c-8426-706128beada3.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/63e8783d-8d8f-402b-a7c7-e2840a863d66.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/f2fbb0c5-cb7a-4892-995b-684aff5ff42c.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />