SOTAVerified|Agents Browse Leaderboard About

3D Medical Imaging Segmentation

3D medical imaging segmentation is the task of segmenting medical objects of interest from 3D medical imaging.

( Image credit: Elastic Boundary Projection for 3D Medical Image Segmentation )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 26–41 of 41 papers

Title	Date	Tasks	Status	Hype
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study	Dec 12, 2016	3D Medical Imaging SegmentationBrain Segmentation	CodeCode Available	0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis	May 11, 2020	3D Medical Imaging SegmentationBrain Image Segmentation	CodeCode Available	0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis	Aug 12, 2020	3D Medical Imaging SegmentationBrain Image Segmentation	CodeCode Available	0
An application of cascaded 3D fully convolutional networks for medical image segmentation	Mar 14, 2018	3D Medical Imaging SegmentationImage Segmentation	CodeCode Available	0
AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy	Aug 15, 2018	3D Medical Imaging SegmentationAnatomy	CodeCode Available	0
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task	Jul 6, 2017	3D Medical Imaging SegmentationImage Segmentation	CodeCode Available	0
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation	Dec 10, 2018	3D Medical Imaging SegmentationEnsemble Learning	CodeCode Available	0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation	Jul 10, 2022	3D Medical Imaging SegmentationBrain Image Segmentation	CodeCode Available	0
Automated Segmentation and Connectivity Analysis for Normal Pressure Hydrocephalus	Jan 10, 2022	3D Medical Imaging SegmentationMedical Image Segmentation	CodeCode Available	0
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm	Jun 9, 2019	3D Medical Imaging SegmentationBrain Segmentation	CodeCode Available	0
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation	Sep 5, 2016	3D Medical Imaging SegmentationImage Segmentation	CodeCode Available	0
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation	Jul 19, 2018	3D Medical Imaging SegmentationMedical Image Segmentation	CodeCode Available	0
Dynamic Linear Transformer for 3D Biomedical Image Segmentation	Jun 1, 2022	3D Medical Imaging SegmentationDecoder	CodeCode Available	0
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation	Mar 18, 2016	3D Medical Imaging SegmentationBrain Lesion Segmentation From Mri	CodeCode Available	0
Elastic Boundary Projection for 3D Medical Image Segmentation	Dec 3, 2018	3D Medical Imaging SegmentationImage Segmentation	CodeCode Available	0
Enforcing temporal consistency in Deep Learning segmentation of brain MR images	Jun 13, 2019	3D Medical Imaging Segmentation4D Spatio Temporal Semantic Segmentation	CodeCode Available	0

Show:10 25 50

← PrevPage 2 of 2Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Holistic-nested CNN	Dice Score	81.3	—	Unverified
2	Multi-class 3D FCN	Dice Score	76.8	—	Unverified