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Multi-tissue Nucleus Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–14 of 14 papers

Title	Date	Tasks	Status	Hype
Rotation equivariant vector field networks	Dec 29, 2016	Breast Tumour ClassificationColorectal Gland Segmentation:	CodeCode Available	0
Group Equivariant Convolutional Networks	Feb 24, 2016	Breast Tumour ClassificationColorectal Gland Segmentation:	CodeCode Available	0
U-Net: Convolutional Networks for Biomedical Image Segmentation	May 18, 2015	Cell SegmentationCell Tracking	CodeCode Available	3
Fully Convolutional Networks for Semantic Segmentation	Nov 14, 2014	Crack SegmentationMultispectral Object Detection	CodeCode Available	1

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All datasets Kumar CoNSeP PanNuke

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GC-MHVN	Dice	0.84	—	Unverified
2	HoVer-Net (e)	Dice	0.83	—	Unverified
3	DSF-CNN (C8)	Dice	0.83	—	Unverified
4	Steerable G-CNN (C12)	Dice	0.82	—	Unverified
5	Steerable G-CNN (C12)	Dice	0.82	—	Unverified
6	CIA-Net (e)	Dice	0.82	—	Unverified
7	G-CNN (C12)	Dice	0.81	—	Unverified
8	VF-CNN (C12)	Dice	0.81	—	Unverified
9	G-CNN (C12)	Dice	0.81	—	Unverified
10	Steerable G-CNN (C4)	Dice	0.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PromptNu	Dice	0.86	—	Unverified
2	HoVer-Net	Dice	0.85	—	Unverified
3	SONNET	Dice	0.84	—	Unverified
4	PointNu-Net	Dice	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SONNET	Dice	0.82	—	Unverified