Cortical plate segmentation using CNNs in 3D fetal ultrasound

Cortical plate segmentation using CNNs in 3D fetal ultrasound

As the fetal brain develops, its surface undergoes rapid changes in shape and morphology. Variations in the emergence of the sulci on the brain surface have commonly been associated with diseased or at-risk pregnancies. Therefore, the process of surface folding is an important biomarker to character...

書誌詳細
主要な著者:	Wyburd, MK, Jenkinson, M, Namburete, AIL
フォーマット:	Conference item
言語:	English
出版事項:	Springer 2020

類似資料

Assessment of regional cortical development through fissure based gestational age estimation in 3D fetal ultrasound
著者:: Wyburd, MK, 等
出版事項: (2021)

Segmentation of fetal adipose tissue using efficient CNNs for portable ultrasound
著者:: Vaze, S, 等
出版事項: (2018)

Anatomically plausible segmentations: explicitly preserving topology through prior deformations
著者:: Wyburd, MK, 等
出版事項: (2024)

TEDS-Net: enforcing diffeomorphisms in spatial transformers to guarantee topology preservation in segmentations
著者:: Wyburd, MK, 等
出版事項: (2021)

Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning
著者:: Hesse, LS, 等
出版事項: (2022)

Multi-task CNN for structural semantic segmentation in 3D fetal brain ultrasound
著者:: Venturini, L, 等
出版事項: (2020)

Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning
著者:: Linde S. Hesse, 等
出版事項: (2022-07-01)

Automated fetal brain extraction from clinical ultrasound volumes using 3D convolutional neural networks
著者:: Moser, F, 等
出版事項: (2020)

Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning.
著者:: Namburete, AIL, 等
出版事項: (2018)

Self-supervised ultrasound to MRI fetal brain image synthesis
著者:: Jiao, J, 等
出版事項: (2020)

Unlearning scanner bias for MRI harmonisation in medical image segmentation
著者:: Dinsdale, NK, 等
出版事項: (2020)

STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation
著者:: Dinsdale, NK, 等
出版事項: (2022)

BEAN: brain extraction and alignment network for 3D fetal neurosonography
著者:: Moser, F, 等
出版事項: (2022)

Anatomy-aware self-supervised fetal MRI synthesis from unpaired ultrasound images
著者:: Jiao, J, 等
出版事項: (2019)

Preserving known anatomical topology in medical image segmentation using deep learning
著者:: Wyburd, MK
出版事項: (2022)

Spatial warping network for 3D segmentation of the hippocampus in MR images
著者:: Dinsdale, N, 等
出版事項: (2019)

Learning to map 2D ultrasound images into 3D space with minimal human annotation
著者:: Yeung, P-H, 等
出版事項: (2021)

Fetal Cortical Plate Segmentation Using Fully Convolutional Networks With Multiple Plane Aggregation
著者:: Jinwoo Hong, 等
出版事項: (2020-12-01)

Machine learning to assess the fetal brain from ultrasound images
著者:: Namburete, A
出版事項: (2015)

3D Liver and Tumor Segmentation with CNNs Based on Region and Distance Metrics
著者:: Yi Zhang, 等
出版事項: (2020-05-01)

Unlearning scanner bias for MRI harmonisation
著者:: Dinsdale, NK, 等
出版事項: (2020)

Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal.
著者:: Dinsdale, NK, 等
出版事項: (2020)

SFHarmony: source free domain adaptation for distributed neuroimaging analysis
著者:: Dinsdale, NK, 等
出版事項: (2024)

BOOTSTRAPPED CNNS FOR BUILDING SEGMENTATION ON RGB-D AERIAL IMAGERY
著者:: C. Sebastian, 等
出版事項: (2018-09-01)

Computational methods for quantifying in vivo muscle fascicle curvature from ultrasound images
著者:: Namburete, AIL, 等
出版事項: (2011)

Fetal Cortical Abnormalities Identified on Ultrasound
著者:: Mara Rosner, 等
出版事項: (2024-10-01)

SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS
著者:: D. Marmanis, 等
出版事項: (2016-06-01)

EXPLORING ALS AND DIM DATA FOR SEMANTIC SEGMENTATION USING CNNS
著者:: F. Politz, 等
出版事項: (2018-09-01)

An Adaptive CNNs Technology for Robust Iris Segmentation
著者:: Ying Chen, 等
出版事項: (2019-01-01)

Abdomen segmentation in 3D fetal ultrasound using CNN-powered deformable models
著者:: Schmidt-Richberg, A, 等
出版事項: (2017)

Robust regression of brain maturation from 3D fetal neurosonography using CRNs
著者:: Namburete, A, 等
出版事項: (2017)

Predicting fetal neurodevelopmental age from ultrasound images
著者:: Namburete, A, 等
出版事項: (2014)

The impact of transfer learning on 3D deep learning convolutional neural network segmentation of the hippocampus in mild cognitive impairment and Alzheimer disease subjects
著者:: Balboni, E, 等
出版事項: (2022)

License Plate Detection with Shallow and Deep CNNs in Complex Environments
著者:: Li Zou, 等
出版事項: (2018-01-01)

Volumetric Object Recognition Using 3-D CNNs on Depth Data
著者:: Ali Caglayan, 等
出版事項: (2018-01-01)

Context-aware fusion of transformers and CNNs for medical image segmentation
著者:: Davood Sotoude, 等
出版事項: (2023-01-01)

Multiple Sclerosis Lesions Segmentation Using Attention-Based CNNs in FLAIR Images
著者:: Mehdi Sadeghibakhi, 等
出版事項: (2022-01-01)

Multi-channel groupwise registration to construct an ultrasound-specific fetal brain atlas
著者:: Namburete, A, 等
出版事項: (2018)

Learning to segment key clinical anatomical structures in fetal neurosonography informed by a region-based descriptor
著者:: Huang, R, 等
出版事項: (2018)

The use of 3D ultrasound to investigate fetal bone development
著者:: Keith M. Godfrey, 等
出版事項: (2009-01-01)