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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
Micro-Net: A unified model for segmentation of various objects in microscopy images	Apr 22, 2018	Deep LearningMulti-tissue Nucleus Segmentation	—Unverified	0
CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation	Mar 13, 2019	Instance SegmentationMulti-tissue Nucleus Segmentation	—Unverified	0
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

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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	CIA-Net (e)	Dice	0.82	—	Unverified
6	Steerable G-CNN (C12)	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