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.
API Access
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.