RS RCNN with heuristic RPN and DCRF segments PWMLs from T1w MRIs, achieving Dice 0.6616 and outperforming prior methods.
C., Papandreou, G., Kokkinos, I., et al.: Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs
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Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants
RS RCNN with heuristic RPN and DCRF segments PWMLs from T1w MRIs, achieving Dice 0.6616 and outperforming prior methods.