Try it live: PeVe_Health Pneumonia Detector - a Hugging Face Space by nileshhanotia
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What you can do in this demo
• Upload a chest X-ray
• Get instant pneumonia detection
• Receive an auto-generated radiology report
• View confidence scores & risk levels
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Why this is interesting
Most medical AI models just give predictions.
This system goes further by combining:
• Computer Vision (X-ray analysis)
• NLP (clinical report generation)
• Real-time inference (<100ms)
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Built for real-world use
• Emergency triage support
• Radiology workflow assistance
• Low-resource healthcare settings
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Tech Stack
PyTorch • Hugging Face Spaces • Gradio • ResNet18 + NLP
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Try it yourself
Upload an X-ray and see how AI interprets it —
from detection → to full clinical-style explanation.
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Would love feedback from:
• Healthcare professionals
• ML engineers
• Researchers in medical AI
#HuggingFace #MedicalAI #HealthcareAI #DeepLearning #ComputerVision #AI #OpenSource