Cargando…

GUBS: Graph-Based Unsupervised Brain Segmentation in MRI Images

Brain segmentation in magnetic resonance imaging (MRI) images is the process of isolating the brain from non-brain tissues to simplify the further analysis, such as detecting pathology or calculating volumes. This paper proposes a Graph-based Unsupervised Brain Segmentation (GUBS) that processes 3D...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mayala, Simeon, Herdlevær, Ida, Haugsøen, Jonas Bull, Anandan, Shamundeeswari, Blaser, Nello, Gavasso, Sonia, Brun, Morten
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9604689/ https://www.ncbi.nlm.nih.gov/pubmed/36286356 http://dx.doi.org/10.3390/jimaging8100262

Ejemplares similares

Threshold estimation based on local minima for nucleus and cytoplasm segmentation
por: Mayala, Simeon, et al.
Publicado: (2022)

Be'ne gub'yelhe /
por: Molina Cruz, René
Publicado: (1991)

Wearing-off at the end of natalizumab dosing intervals is associated with low receptor occupancy
por: Bringeland, Gerd Haga, et al.
Publicado: (2020)

Wearing-off symptoms during standard and extended natalizumab dosing intervals: Experiences from the COVID-19 pandemic
por: Bringeland, Gerd Haga, et al.
Publicado: (2021)

Candidate Markers for Stratification and Classification in Rheumatoid Arthritis
por: Bader, Lucius, et al.
Publicado: (2019)

Study on the Structure-Activity Relationship of an Antimicrobial Peptide, Brevinin-2GUb, from the Skin Secretion of Hylarana guentheri
por: Lin, Yaxian, et al.
Publicado: (2021)

Optimization of Receptor Occupancy Assays in Mass Cytometry: Standardization Across Channels with QSC Beads
por: Bringeland, Gerd Haga, et al.
Publicado: (2019)

Unsupervised contrastive graph learning for resting‐state functional MRI analysis and brain disorder detection
por: Wang, Xiaochuan, et al.
Publicado: (2023)

Unsupervised Method Based on Superpixel Segmentation for Corpus Callosum Parcellation in MRI Scans
por: Jlassi, Amal, et al.
Publicado: (2020)

IRC-Safe Graph Autoencoder for Unsupervised Anomaly Detection
por: Atkinson, Oliver, et al.
Publicado: (2022)

Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI
por: Sauwen, N., et al.
Publicado: (2016)

Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI
por: Bengs, Marcel, et al.
Publicado: (2021)

An unsupervised strategy for biomedical image segmentation
por: Rodríguez, Roberto, et al.
Publicado: (2010)

Latent space unsupervised semantic segmentation
por: Strommen, Knut J., et al.
Publicado: (2023)

Unsupervised Chunking Based on Graph Propagation from Bilingual Corpus
por: Zhu, Ling, et al.
Publicado: (2014)

Laplacian mixture modeling for network analysis and unsupervised learning on graphs
por: Korenblum, Daniel
Publicado: (2018)

Unsupervised generative and graph representation learning for modelling cell differentiation
por: Bica, Ioana, et al.
Publicado: (2020)

Graph Regularized Deep Sparse Representation for Unsupervised Anomaly Detection
por: Li, Shicheng, et al.
Publicado: (2021)

Unsupervised Event Graph Representation and Similarity Learning on Biomedical Literature
por: Frisoni, Giacomo, et al.
Publicado: (2021)

Dynamic Graph Clustering Learning for Unsupervised Diabetic Retinopathy Classification
por: Yu, Chenglin, et al.
Publicado: (2023)

Graph dynamical networks for unsupervised learning of atomic scale dynamics in materials
por: Xie, Tian, et al.
Publicado: (2019)

Comparative Analysis of Unsupervised Protein Similarity Prediction Based on Graph Embedding
por: Zhang, Yuanyuan, et al.
Publicado: (2021)

An unsupervised image segmentation algorithm for coronary angiography
por: Yin, Zong-Xian, et al.
Publicado: (2022)

Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data
por: Ackaouy, Antoine, et al.
Publicado: (2020)

BioGraph: unsupervised biomedical knowledge discovery via automated hypothesis generation
por: Liekens, Anthony ML, et al.
Publicado: (2011)

Masked Graph Neural Networks for Unsupervised Anomaly Detection in Multivariate Time Series
por: Xu, Kang, et al.
Publicado: (2023)

Apply Graph Signal Processing on NILM: An Unsupervised Approach Featuring Power Sequences †
por: Zhao, Bochao, et al.
Publicado: (2023)

Unsupervised Retinal Vessel Segmentation Using Combined Filters
por: Oliveira, Wendeson S., et al.
Publicado: (2016)

Unsupervised morphological segmentation of tissue compartments in histopathological images
por: Fouad, Shereen, et al.
Publicado: (2017)

A Hybrid Unsupervised Approach for Retinal Vessel Segmentation
por: Khan, Khan Bahadar, et al.
Publicado: (2020)

Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles
por: Kofler, Florian, et al.
Publicado: (2021)

CD24-targeted fluorescence imaging in patient-derived xenograft models of high-grade serous ovarian carcinoma
por: Kleinmanns, Katrin, et al.
Publicado: (2020)

From free text to clusters of content in health records: an unsupervised graph partitioning approach
por: Altuncu, M. Tarik, et al.
Publicado: (2019)

Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases
por: Scherer, Paul, et al.
Publicado: (2021)

CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks
por: Buterez, David, et al.
Publicado: (2021)

Object-Level Visual-Text Correlation Graph Hashing for Unsupervised Cross-Modal Retrieval
por: Shi, Ge, et al.
Publicado: (2022)

Unsupervised Embedding Learning for Large-Scale Heterogeneous Networks Based on Metapath Graph Sampling
por: Zhong, Hongwei, et al.
Publicado: (2023)

Evaluation of MRI Denoising Methods Using Unsupervised Learning
por: Moreno López, Marc, et al.
Publicado: (2021)

Segmentation of Fluorescence Microscopy Cell Images Using Unsupervised Mining
por: Du, Xian, et al.
Publicado: (2010)

A Novel Unsupervised Approach for Minimally-invasive Video Segmentation
por: Khatibi, Toktam, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_rg21a4aiklvprv1bvikamq8925