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# 🩻 MedSigLIP Smart Medical Classifier
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Zero-shot image classification for medical imagery powered by **google/medsiglip-448** with automatic label filtering by modality. The app detects the imaging context from the uploaded file name, loads the matching curated label set (100–200 real-world clinical concepts per modality), and produces top-ranked diagnoses using a CPU-friendly inference pipeline.
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---
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title: MedSigLIP Smart Filter
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emoji: 🩻
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colorFrom: indigo
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colorTo: blue
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sdk: gradio
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sdk_version: "4.42.0"
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app_file: app.py
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pinned: false
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# 🩻 MedSigLIP Smart Medical Classifier
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Zero-shot image classification for medical imagery powered by **google/medsiglip-448** with automatic label filtering by modality. The app detects the imaging context from the uploaded file name, loads the matching curated label set (100–200 real-world clinical concepts per modality), and produces top-ranked diagnoses using a CPU-friendly inference pipeline.
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