Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning

11 Oct 2017Guotai WangWenqi LiMaria A. ZuluagaRosalind PrattPremal A. PatelMichael AertsenTom DoelAnna L. DavidJan DeprestSebastien OurselinTom Vercauteren

Convolutional neural networks (CNNs) have achieved state-of-the-art performance for automatic medical image segmentation. However, they have not demonstrated sufficiently accurate and robust results for clinical use... (read more)

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