Identify X-rays with Pneumonia
using AI
Below is a free classifier to identify X-rays with Pneumonia. Just upload your image, and our AI will predict if the X-ray contains Pneumonia or not - in just seconds.
For informational purposes only. Nyckel is not offering official medical advice. Please always seek our professional assistance before making any healthcare decisions.
Contact us for API access
Or, use Nyckel to build highly-accurate custom classifiers in just minutes. No PhD required.
Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("pneumonia-x-rays-identifier", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/pneumonia-x-rays-identifier/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_image_url"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_image_url"}' \
https://www.nyckel.com/v1/functions/pneumonia-x-rays-identifier/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the X-ray contains Pneumonia or not.
This pretrained image model uses the Pneumonia Dataset dataset and has 3 labels, including Covid, Normal, or Pneumonia.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the X-ray contains Pneumonia or not).
Whether you're just curious or building X-rays with Pneumonia detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify X-rays with Pneumonia at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Emergency departments: Quickly identify potential pneumonia cases from chest X-rays. Prioritize patients for immediate treatment and further diagnostic tests.
- Primary care clinics: Screen patients with respiratory symptoms for pneumonia. Determine if antibiotics or hospitalization are necessary based on X-ray findings.
- Pediatric practices: Detect pneumonia in children's chest X-rays early. Initiate prompt treatment to prevent complications in young patients.
- Geriatric care facilities: Monitor elderly residents for signs of pneumonia on routine X-rays. Implement early interventions to reduce mortality rates in high-risk populations.
- Telemedicine platforms: Analyze remotely submitted chest X-rays for pneumonia indicators. Provide preliminary diagnoses and guide patients on necessary follow-up care.
- Rural health clinics: Assess X-rays for pneumonia in areas with limited specialist access. Make informed decisions about patient transfers to larger medical facilities.
- Pharmaceutical research: Evaluate the effectiveness of pneumonia treatments in clinical trials. Track changes in X-ray appearances to measure drug efficacy over time.