Sri Chandana Hudukula Ram Kumar

Sri Chandana Hudukula Ram Kumar
Otto-von-Guericke University Magdeburg | OvGU · Department of Knowledge and Language Engineering (IWS)

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2
Publications
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Publications

Publications (2)
Preprint
Identification of vessel structures of different sizes in biomedical images is crucial in the diagnosis of many neurodegenerative diseases. However, the sparsity of good-quality annotations of such images makes the task of vessel segmentation challenging. Deep learning offers an efficient way to segment vessels of different sizes by learning their...
Conference Paper
Full-text available
Vessel Segmentation with deep learning is a challenging task that involves not only learning high-level feature representations but also the spatial continuity of the features across dimensions. Semi-supervised patch-based approaches have been effective in identifying small vessels of 1-2 voxels in diameter but failed to maintain vessel continuity....

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