DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2019)
摘要
Accurate medical image segmentation is essential for diagnosis, surgical planning and many other applications. Convolutional Neural Networks (CNNs) have become the state-of-the-art automatic segmentation methods. However, fully automatic results may still need to be refined to become accurate and robust enough for clinical use. We propose a deep learning-based interactive segmentation method to im...
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关键词
Image segmentation,Biomedical imaging,Three-dimensional displays,Image resolution,Two dimensional displays,Convolution,Feature extraction
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