Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context

Abstract

Chronic kidney disease affects one of every ten adults in USA (over 20 million). Computed tomography (CT) is a widely used imaging modality for kidney disease diagnosis and quantification. However, automatic pathological kidney segmentation is still a challenging task due to large variations in contrast phase, scanning range, pathology, and position in the… (More)
DOI: 10.1007/978-3-319-42999-1_14

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