A multi-stage 2.5D ensemble of residual convolutional networks segments kidneys and kidney tumors in CT, reporting mean Dice of 0.96 for kidneys and 0.74 for tumors on the KiTS19 test set.
The Journal of urology 176(6) (2006) 2397–2400
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Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge
A multi-stage 2.5D ensemble of residual convolutional networks segments kidneys and kidney tumors in CT, reporting mean Dice of 0.96 for kidneys and 0.74 for tumors on the KiTS19 test set.