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- W2988963 abstract "A method for automatic classification of computed tomography (CT) brain images of different head trauma types is presented in this paper. The method has three major steps: 1. The images are first segmented to find potential hemorrhage regions using ellipse fitting, background removal and wavelet decomposition technique; 2. For each region, features (such as area, major axis length, etc.) are extracted; 3. Each extracted feature is classified using machine learning algorithm; the images are then classified based on its component regions’ classification. The automatic medical image classification will be useful in building a content-based medical image retrieval system." @default.
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- W2988963 date "2007-09-18" @default.
- W2988963 modified "2023-10-16" @default.
- W2988963 title "Classification of CT Brain Images of Head Trauma" @default.
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- W2988963 doi "https://doi.org/10.1007/978-3-540-75286-8_38" @default.
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