Cargando…

MRF-Net: A multi-branch residual fusion network for fast and accurate whole-brain MRI segmentation

Whole-brain segmentation from T1-weighted magnetic resonance imaging (MRI) is an essential prerequisite for brain structural analysis, e.g., locating morphometric changes for brain aging analysis. Traditional neuroimaging analysis pipelines are implemented based on registration methods, which involv...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wei, Chong, Yang, Yanwu, Guo, Xutao, Ye, Chenfei, Lv, Haiyan, Xiang, Yang, Ma, Ting
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512011/ https://www.ncbi.nlm.nih.gov/pubmed/36172041 http://dx.doi.org/10.3389/fnins.2022.940381

Ejemplares similares

MRF-IUNet: A Multiresolution Fusion Brain Tumor Segmentation Network Based on Improved Inception U-Net
por: Jiang, Yongchao, et al.
Publicado: (2022)

Ensemble learning via supervision augmentation for white matter hyperintensity segmentation
por: Guo, Xutao, et al.
Publicado: (2022)

Multiple Receptive Field Network (MRF-Net) for Autonomous Underwater Vehicle Fishing Net Detection Using Forward-Looking Sonar Images
por: Qin, Rixia, et al.
Publicado: (2021)

LBTS‐Net: A fast and accurate CNN model for brain tumour segmentation
por: Abdullah, Mohammed A. M., et al.
Publicado: (2021)

DTS-Net: Depth-to-Space Networks for Fast and Accurate Semantic Object Segmentation
por: Ibrahem, Hatem, et al.
Publicado: (2022)

RMTF-Net: Residual Mix Transformer Fusion Net for 2D Brain Tumor Segmentation
por: Gai, Di, et al.
Publicado: (2022)

DBFU-Net: Double branch fusion U-Net with hard example weighting train strategy to segment retinal vessel
por: Huang, Jianping, et al.
Publicado: (2022)

Cov-TransNet: Dual branch fusion network with transformer for COVID-19 infection segmentation
por: Peng, Yanjun, et al.
Publicado: (2023)

DARU‐Net: A dual attention residual U‐Net for uterine fibroids segmentation on MRI
por: Zhang, Jian, et al.
Publicado: (2023)

Accurate pancreas segmentation using multi-level pyramidal pooling residual U-Net with adversarial mechanism
por: Li, Meiyu, et al.
Publicado: (2021)

PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation
por: Lu, Xiaoyan, et al.
Publicado: (2023)

Fast and accurate branch lengths estimation for phylogenomic trees
por: Binet, Manuel, et al.
Publicado: (2016)

Effect of Time and Frequency of Magnetic Field Application on MRF Pressure Performance
por: Widodo, Purwadi Joko, et al.
Publicado: (2022)

Repeatability of simultaneous 3D (1)H MRF/(23)Na MRI in brain at 7 T
por: Rodriguez, Gonzalo G., et al.
Publicado: (2022)

RAFF-Net: An improved tongue segmentation algorithm based on residual attention network and multiscale feature fusion
por: Song, Haibei, et al.
Publicado: (2022)

DBU-Net: Dual branch U-Net for tumor segmentation in breast ultrasound images
por: Pramanik, Payel, et al.
Publicado: (2023)

Improved Convolutive and Under-Determined Blind Audio Source Separation with MRF Smoothing
por: Zdunek, Rafał
Publicado: (2012)

FastRNABindR: Fast and Accurate Prediction of Protein-RNA Interface Residues
por: EL-Manzalawy, Yasser, et al.
Publicado: (2016)

FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences
por: Portillo-Portillo, Jose, et al.
Publicado: (2022)

FFU-Net: Feature Fusion U-Net for Lesion Segmentation of Diabetic Retinopathy
por: Xu, Yifei, et al.
Publicado: (2021)

Accelerated magnetic resonance fingerprinting using soft-weighted key-hole (MRF-SOHO)
por: Cruz, Gastao, et al.
Publicado: (2018)

Feasibility study of 2D Dixon-Magnetic Resonance Fingerprinting (MRF) of breast cancer
por: Zanderigo, Eloisa, et al.
Publicado: (2022)

DMDF-Net: Dual multiscale dilated fusion network for accurate segmentation of lesions related to COVID-19 in lung radiographic scans
por: Owais, Muhammad, et al.
Publicado: (2022)

NetRAX: accurate and fast maximum likelihood phylogenetic network inference
por: Lutteropp, Sarah, et al.
Publicado: (2022)

Compound W-Net with Fully Accumulative Residual Connections for Liver Segmentation Using CT Images
por: Khattab, Mahmoud Abdelazim, et al.
Publicado: (2022)

Brain age vector: A measure of brain aging with enhanced neurodegenerative disorder specificity
por: Ran, Chen, et al.
Publicado: (2022)

MR Fingerprinting with chemical exchange (MRF-X) to quantify subvoxel T1 and extracellular volume fraction
por: Hamilton, Jesse I, et al.
Publicado: (2015)

MRF4 negatively regulates adult skeletal muscle growth by repressing MEF2 activity
por: Moretti, Irene, et al.
Publicado: (2016)

Dual Contrast - Magnetic Resonance Fingerprinting (DC-MRF): A Platform for Simultaneous Quantification of Multiple MRI Contrast Agents
por: Anderson, Christian E., et al.
Publicado: (2017)

Research on Anomaly Detection of Surveillance Video Based on Branch-Fusion Net and CSAM
por: Zhang, Pengjv, et al.
Publicado: (2023)

Improved U-Net3+ with stage residual for brain tumor segmentation
por: Qin, Chuanbo, et al.
Publicado: (2022)

A Residual Fusion Network for Osteosarcoma MRI Image Segmentation in Developing Countries
por: Wu, Jia, et al.
Publicado: (2022)

TreeShrink: fast and accurate detection of outlier long branches in collections of phylogenetic trees
por: Mai, Uyen, et al.
Publicado: (2018)

Adaptation of nicotinic acetylcholine receptor, myogenin, and MRF4 gene expression to long-term muscle denervation
Publicado: (1995)

The Magnetorheological Finishing (MRF) of Potassium Dihydrogen Phosphate (KDP) Crystal with Fe(3)O(4) Nanoparticles
por: Ji, Fang, et al.
Publicado: (2016)

Suitability of MRF Recovered Post-Consumer Polypropylene Applications in Extrusion Blow Molded Bottle Food Packaging
por: Ignacio, Ma. Cristine Concepcion D., et al.
Publicado: (2023)

O-Net: A Novel Framework With Deep Fusion of CNN and Transformer for Simultaneous Segmentation and Classification
por: Wang, Tao, et al.
Publicado: (2022)

Towards an Accurate MRI Acute Ischemic Stroke Lesion Segmentation Based on Bioheat Equation and U-Net Model
por: Bousselham, Abdelmajid, et al.
Publicado: (2022)

3D Vehicle Detection and Segmentation Based on EfficientNetB3 and CenterNet Residual Blocks
por: Kashevnik, Alexey, et al.
Publicado: (2022)

MSLF-Net: A Multi-Scale and Multi-Level Feature Fusion Net for Diabetic Retinopathy Segmentation
por: Yan, Haitao, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_qgcsh4fd4drhuf2t8gt67s154j