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# Pneumonia Consolidation Segmentation Tools 🫁
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A comprehensive toolkit for segmenting pneumonia consolidation in chest X-rays using machine learning, with tools for preprocessing, annotation, and validation using Dice coefficient metrics.
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**Note**: This tool is for research purposes. Always validate with clinical experts and follow appropriate medical imaging guidelines.
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---
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title: Pneumonia Consolidation Annotation Tool
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emoji: 🫁
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colorFrom: blue
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colorTo: purple
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sdk: streamlit
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sdk_version: 1.29.0
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python_version: '3.11'
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app_file: annotation_app.py
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pinned: false
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short_description: Pneumonia Consolidation Annotation Tool
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---
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# Pneumonia Consolidation Segmentation Tools 🫁
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A comprehensive toolkit for segmenting pneumonia consolidation in chest X-rays using machine learning, with tools for preprocessing, annotation, and validation using Dice coefficient metrics.
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**Note**: This tool is for research purposes. Always validate with clinical experts and follow appropriate medical imaging guidelines.
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