Cargando…

Transductive Transfer Learning for Domain Adaptation in Brain Magnetic Resonance Image Segmentation

Segmentation of brain images from Magnetic Resonance Images (MRI) is an indispensable step in clinical practice. Morphological changes of sub-cortical brain structures and quantification of brain lesions are considered biomarkers of neurological and neurodegenerative disorders and used for diagnosis...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kushibar, Kaisar, Salem, Mostafa, Valverde, Sergi, Rovira, Àlex, Salvi, Joaquim, Oliver, Arnau, Lladó, Xavier
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8116893/ https://www.ncbi.nlm.nih.gov/pubmed/33994917 http://dx.doi.org/10.3389/fnins.2021.608808

Ejemplares similares

Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction
por: Kushibar, Kaisar, et al.
Publicado: (2019)

One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks
por: Valverde, Sergi, et al.
Publicado: (2018)

A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis
por: Salem, Mostafa, et al.
Publicado: (2017)

A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis
por: Salem, Mostafa, et al.
Publicado: (2019)

Improving the detection of autism spectrum disorder by combining structural and functional MRI information
por: Rakić, Mladen, et al.
Publicado: (2020)

Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis
por: Valencia, Liliana, et al.
Publicado: (2022)

Evaluating the effect of multiple sclerosis lesions on automatic brain structure segmentation
por: González-Villà, Sandra, et al.
Publicado: (2017)

Quantifying brain tissue volume in multiple sclerosis with automated lesion segmentation and filling
por: Valverde, Sergi, et al.
Publicado: (2015)

A white matter lesion-filling approach to improve brain tissue volume measurements
por: Valverde, Sergi, et al.
Publicado: (2014)

Improving the detection of new lesions in multiple sclerosis with a cascaded 3D fully convolutional neural network approach
por: Salem, Mostafa, et al.
Publicado: (2022)

Brain structure segmentation in the presence of multiple sclerosis lesions
por: González-Villà, Sandra, et al.
Publicado: (2019)

A fully automated pipeline for brain structure segmentation in multiple sclerosis
por: González-Villà, Sandra, et al.
Publicado: (2020)

Automated Detection of Lupus White Matter Lesions in MRI
por: Roura, Eloy, et al.
Publicado: (2016)

Federated learning for multi-center imaging diagnostics: a simulation study in cardiovascular disease
por: Linardos, Akis, et al.
Publicado: (2022)

High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection
por: Garrucho, Lidia, et al.
Publicado: (2023)

Revised Role of Glycosaminoglycans in TAT Protein Transduction Domain-mediated Cellular Transduction
por: Gump, Jacob M., et al.
Publicado: (2010)

Genetic incorporation of the protein transduction domain of Tat into Ad5 fiber enhances gene transfer efficacy
por: Han, Tie, et al.
Publicado: (2007)

Optical Transduction for Vertical Nanowire Resonators
por: Molina, Juan, et al.
Publicado: (2020)

A domain adaptation benchmark for T1-weighted brain magnetic resonance image segmentation
por: Saat, Parisa, et al.
Publicado: (2022)

Genetically modified adenoviral vector with the protein transduction domain of Tat improves gene transfer to CAR-deficient cells
por: Liu, Shihai, et al.
Publicado: (2009)

Dissection of the human CD2 intracellular domain. Identification of a segment required for signal transduction and interleukin 2 production
Publicado: (1989)

Transduction-mediated horizontal gene transfer in the oral microbiome
por: Stevens, Roy H.
Publicado: (2015)

Protein Transduction Domain Mimic (PTDM) Self-Assembly?
por: D. Posey, Nicholas, et al.
Publicado: (2018)

Comparison of Functional Protein Transduction Domains Using the NEMO Binding Domain Peptide
por: Khaja, Khaleel, et al.
Publicado: (2010)

Parallel Transduction of Nanomechanical Motion Using Plasmonic Resonators
por: Thijssen, Rutger, et al.
Publicado: (2014)

Editorial of Special Issue “Protein Post-Translational Modifications in Signal Transduction and Diseases”
por: D’Amore, Claudio, et al.
Publicado: (2021)

Microfluidic Transduction Harnesses Mass Transport Principles to Enhance Gene Transfer Efficiency
por: Tran, Reginald, et al.
Publicado: (2017)

Center transfer for supervised domain adaptation
por: Huang, Xiuyu, et al.
Publicado: (2023)

Integrin cytoplasmic domains mediate inside-out signal transduction
Publicado: (1994)

Adapter-Mediated Transduction with Lentiviral Vectors: A Novel Tool for Cell-Type-Specific Gene Transfer
por: Cordes, Nicole, et al.
Publicado: (2022)

Light-sensitive swelling of isolated frog rod outer segments as an in vitro assay for visual transduction and dark adaptation
Publicado: (1975)

3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs
por: Lauenburg, Leander, et al.
Publicado: (2023)

Induction of synovial apoptosis by gene transfer and peptide mediated protein transduction
por: Oligino, TJ, et al.
Publicado: (2001)

Exploring Transduction Mechanisms of Protein Transduction Domains (PTDs) in Living Cells Utilizing Single-Quantum Dot Tracking (SQT) Technology
por: Suzuki, Yasuhiro
Publicado: (2012)

NuSegDA: Domain adaptation for nuclei segmentation
por: Haq, Mohammad Minhazul, et al.
Publicado: (2023)

Avoiding transduction-induced heating in suspended microchannel resonators using piezoelectricity
por: Maillard, Damien, et al.
Publicado: (2021)

Transduction of Single Nanomechanical Pillar Resonators by Scattering of Surface Acoustic Waves
por: Kähler, Hendrik, et al.
Publicado: (2023)

Specificity prediction of adenylation domains in nonribosomal peptide synthetases (NRPS) using transductive support vector machines (TSVMs)
por: Rausch, Christian, et al.
Publicado: (2005)

Segmentation of Portal Vein in Multiphase CTA Image Based on Unsupervised Domain Transfer and Pseudo Label
por: Song, Genshen, et al.
Publicado: (2023)

Allosteric control of an asymmetric transduction in a G protein-coupled receptor heterodimer
por: Liu, Junke, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_2i77f693eckbmuf9me24cv84pn