Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation

3 Jan 2018Huazhu FuJun ChengYanwu XuDamon Wing Kee WongJiang LiuXiaochun Cao

Glaucoma is a chronic eye disease that leads to irreversible vision loss. The cup to disc ratio (CDR) plays an important role in the screening and diagnosis of glaucoma... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Optic Disc Segmentation Drishti-GS M-Net DiceOC 0.886 # 4
DiceOD 0.9658 # 3
mIoU 0.8588 # 3
Optic Disc Segmentation REFUGE M-Net DiceOC 0.8648 # 4
DiceOD 93.59 # 4
mIoU 0.8402 # 3

Methods used in the Paper


METHOD TYPE
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