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<h1>About Dataset</h1> |
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<h2>Bone Fracture Detection</h2> |
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<p> |
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A comprehensive dataset of X-ray images created to support bone fracture detection, specifically designed for computer vision research and development. |
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The primary goal is to aid in the development and evaluation of automated bone fracture detection algorithms. |
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</p> |
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<h3>Key Features</h3> |
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<ul> |
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<li>Images categorized into specific fracture classes: |
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<ul> |
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<li>Elbow Positive</li> |
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<li>Fingers Positive</li> |
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<li>Forearm Fracture</li> |
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<li>Humerus Fracture</li> |
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<li>Shoulder Fracture</li> |
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<li>Wrist Positive</li> |
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</ul> |
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</li> |
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<li>Annotations include: |
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<ul> |
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<li>Bounding boxes</li> |
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<li>Pixel-level segmentation masks</li> |
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</ul> |
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</li> |
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</ul> |
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<p> |
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These annotations highlight the location and extent of fractures, enabling precise training and evaluation of object detection and segmentation models. |
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</p> |
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<h3>Use Cases</h3> |
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<ul> |
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<li>Training machine learning models for automated fracture detection</li> |
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<li>Object detection and classification of bone fractures in medical images</li> |
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<li>Developing robust algorithms for identifying fractures across various upper extremity regions</li> |
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</ul> |
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<p> |
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This dataset supports the advancement of computer vision in medical diagnostics and aims to enhance patient care through faster and more accurate fracture detection. |
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</p> |
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<h3>Citation</h3> |
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<p> |
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If you use this dataset in your research, please cite it using the following DOI: |
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</p> |
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<blockquote> |
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DOI: <a href="https://doi.org/10.13140/RG.2.2.14400.34569" target="_blank">10.13140/RG.2.2.14400.34569</a><br> |
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ResearchGate: <a href="https://www.researchgate.net/publication/382268240_Bone_Fracture_Detection_Computer_Vision_Project" target="_blank"> |
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https://www.researchgate.net/publication/382268240_Bone_Fracture_Detection_Computer_Vision_Project</a> |
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</blockquote> |