Cargando…

Deep Learning-Based Denoising of CEST MR Data: A Feasibility Study on Applying Synthetic Phantoms in Medical Imaging

Chemical Exchange Saturation Transfer (CEST) magnetic resonance imaging (MRI) provides a novel method for analyzing biomolecule concentrations in tissues without exogenous contrast agents. Despite its potential, achieving a high signal-to-noise ratio (SNR) is imperative for detecting small CEST effe...

Descripción completa

Detalles Bibliográficos
Autores principales:	Radke, Karl Ludger, Kamp, Benedikt, Adriaenssens, Vibhu, Stabinska, Julia, Gallinnis, Patrik, Wittsack, Hans-Jörg, Antoch, Gerald, Müller-Lutz, Anja
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650582/ https://www.ncbi.nlm.nih.gov/pubmed/37958222 http://dx.doi.org/10.3390/diagnostics13213326

Ejemplares similares

calf – Software for CEST Analysis with Lorentzian Fitting
por: Wittsack, Hans-Jörg, et al.
Publicado: (2023)

Detection of early cartilage degeneration in the tibiotalar joint using 3 T gagCEST imaging: a feasibility study
por: Abrar, Daniel B., et al.
Publicado: (2020)

Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies
por: Radke, Karl Ludger, et al.
Publicado: (2022)

Non-Specific Low Back Pain and Lumbar Radiculopathy: Comparison of Morphologic and Compositional MRI as Assessed by gagCEST Imaging at 3T
por: Frenken, Miriam, et al.
Publicado: (2021)

Chemical Exchange Saturation Transfer for Lactate-Weighted Imaging at 3 T MRI: Comprehensive In Silico, In Vitro, In Situ, and In Vivo Evaluations
por: Radke, Karl Ludger, et al.
Publicado: (2022)

Evaluation of Sodium Relaxation Times and Concentrations in the Achilles Tendon Using MRI
por: Kamp, Benedikt, et al.
Publicado: (2022)

Comparison of compositional MRI techniques to quantify the regenerative potential of articular cartilage: a preclinical minipig model after osteochondral defect treatments with autologous mesenchymal stromal cells and unseeded scaffolds
por: Radke, Karl Ludger, et al.
Publicado: (2023)

An overview of CEST MRI for non-MR physicists
por: Wu, B., et al.
Publicado: (2016)

Insights into the Age Dependency of Compositional MR Biomarkers Quantifying the Health Status of Cartilage in Metacarpophalangeal Joints
por: Frenken, Miriam, et al.
Publicado: (2023)

CEST MR fingerprinting (CEST‐MRF) for brain tumor quantification using EPI readout and deep learning reconstruction
por: Cohen, Ouri, et al.
Publicado: (2022)

Multicomponent MR Image Denoising
por: Manjón, José V., et al.
Publicado: (2009)

Adaptive IoU Thresholding for Improving Small Object Detection: A Proof-of-Concept Study of Hand Erosions Classification of Patients with Rheumatic Arthritis on X-ray Images
por: Radke, Karl Ludger, et al.
Publicado: (2022)

CEST theranostics: label-free MR imaging of anticancer drugs
por: Li, Yuguo, et al.
Publicado: (2016)

Functional MR imaging beyond structure and inflammation—radiographic axial spondyloarthritis is associated with proteoglycan depletion of the lumbar spine
por: Abrar, Daniel B., et al.
Publicado: (2020)

Deep Learning-Based Post-Processing of Real-Time MRI to Assess and Quantify Dynamic Wrist Movement in Health and Disease
por: Radke, Karl Ludger, et al.
Publicado: (2021)

Biophysical Characterization of Human Protamine-1 as a Responsive CEST MR Contrast Agent
por: Oskolkov, Nikita, et al.
Publicado: (2014)

Quantification of Sodium Relaxation Times and Concentrations as Surrogates of Proteoglycan Content of Patellar CARTILAGE at 3T MRI
por: Kamp, Benedikt, et al.
Publicado: (2021)

GLINT: GlucoCEST in neoplastic tumors at 3 T—clinical results of GlucoCEST in gliomas
por: Bender, Benjamin, et al.
Publicado: (2021)

C'est si bon
por: Armstrong, Louis 1900-1971
Publicado: (1991)

C'est toujours non!
por: Anselme, R
Publicado: (1984)

The Pursuit of Theranostics with CEST MRI
por: Pagel, Mark Marty
Publicado: (2016)

C’Est La Paix
Publicado: (1918)

Presaturation Power Adjusted Pulsed CEST: A Method to Increase Independence of Target CEST Signals
por: Kikuchi, Kazufumi, et al.
Publicado: (2018)

Improved DCT-Based Nonlocal Means Filter for MR Images Denoising
por: Hu, Jinrong, et al.
Publicado: (2012)

Ensemble, c'est tout : roman
por: Gavalda, Anna, 1970-
Publicado: (2004)

Glutamate imaging (GluCEST) reveals lower brain GluCEST contrast in patients on the psychosis spectrum
por: Roalf, David R., et al.
Publicado: (2017)

Mapping hippocampal glutamate in mesial temporal lobe epilepsy with glutamate weighted CEST (GluCEST) imaging
por: Lucas, Alfredo, et al.
Publicado: (2022)

Denoising Using Noise2Void for Low-Field Magnetic Resonance Imaging: A Phantom Study
por: Kojima, Shinya, et al.
Publicado: (2022)

Dynamic Contrast Enhanced-MR CEST Urography: An Emerging Tool in the Diagnosis and Management of Upper Urinary Tract Obstruction
por: Bo, Shaowei, et al.
Publicado: (2021)

"C'est une histoire bizarre..."
por: Monin, V
Publicado: (2004)

Les particules, c'est payant!
por: Borde, Valérie
Publicado: (2006)

Laplacian Eigenmaps Network-Based Nonlocal Means Method for MR Image Denoising
por: Yu, Houqiang, et al.
Publicado: (2019)

Comme c'est curieux, comme c'est bizarre et quelle coïncidence !: concours de nouvelles
por: Decréau, Laurence
Publicado: (2015)

Feasibility of quantitative susceptibility mapping (QSM) of the human kidney
por: Bechler, Eric, et al.
Publicado: (2020)

Correction to: Feasibility of quantitative susceptibility mapping (QSM) of the human kidney
por: Bechler, Eric, et al.
Publicado: (2021)

Evaluation of Non-Local Means Based Denoising Filters for Diffusion Kurtosis Imaging Using a New Phantom
por: Zhou, Min-Xiong, et al.
Publicado: (2015)

A Multifeature Extraction Method Using Deep Residual Network for MR Image Denoising
por: Yao, Li
Publicado: (2020)

CERN : OMEGA : c'est la fin
Publicado: (1997)

Multi-culti: C'est bene or mal?
Publicado: (1999)

50 ans, c’est à célébrer
por: Nickerson, Jason
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_vd1dhipco2dapp3p9sr21b7rfk