Nested segmentation and multi-level classification of diabetic foot ulcer based on mask R-CNN
Nested segmentation and multi-level classification of diabetic foot ulcer based on mask R-CNN
Cong Cao,Yue Qiu,6 Authors,Jianglin Zhang
2022 · DOI: 10.1007/s11042-022-14101-6
Multimedia tools and applications · 19 Citations
TLDR
A deep learning model of diabetes foot ulcer wounds is constructed for semantic segmentation based on Mask Region-based convolutional neural networks (Mask R-CNN), and different levels of diabetes nested segmentation results are obtained to reflect the different severity in one wound.