Cargando…

Super-Resolution (1)H Magnetic Resonance Spectroscopic Imaging Utilizing Deep Learning

Magnetic resonance spectroscopic imaging (SI) is a unique imaging technique that provides biochemical information from in vivo tissues. The (1)H spectra acquired from several spatial regions are quantified to yield metabolite concentrations reflective of tissue metabolism. However, since these metab...

Descripción completa

Detalles Bibliográficos
Autores principales:	Iqbal, Zohaib, Nguyen, Dan, Hangel, Gilbert, Motyka, Stanislav, Bogner, Wolfgang, Jiang, Steve
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2019
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6794570/ https://www.ncbi.nlm.nih.gov/pubmed/31649879 http://dx.doi.org/10.3389/fonc.2019.01010

Ejemplares similares

Patch-Based Super-Resolution of MR Spectroscopic Images: Application to Multiple Sclerosis
por: Jain, Saurabh, et al.
Publicado: (2017)

Density‐weighted concentric circle trajectories for high resolution brain magnetic resonance spectroscopic imaging at 7T
por: Hingerl, Lukas, et al.
Publicado: (2017)

Metabolic Insights into Iron Deposition in Relapsing-Remitting Multiple Sclerosis via 7 T Magnetic Resonance Spectroscopic Imaging
por: Lipka, Alexandra, et al.
Publicado: (2023)

Lesion-Specific Metabolic Alterations in Relapsing-Remitting Multiple Sclerosis Via 7 T Magnetic Resonance Spectroscopic Imaging
por: Lipka, Alexandra, et al.
Publicado: (2023)

Deep learning super-resolution magnetic resonance spectroscopic imaging of brain metabolism and mutant isocitrate dehydrogenase glioma
por: Li, Xianqi, et al.
Publicado: (2022)

Non‐Cartesian GRAPPA and coil combination using interleaved calibration data – application to concentric‐ring MRSI of the human brain at 7T
por: Moser, Philipp, et al.
Publicado: (2019)

Noninvasive 3-Dimensional (1)H-Magnetic Resonance Spectroscopic Imaging of Human Brain Glucose and Neurotransmitter Metabolism Using Deuterium Labeling at 3T: Feasibility and Interscanner Reproducibility
por: Niess, Fabian, et al.
Publicado: (2023)

The influence of spatial resolution on the spectral quality and quantification accuracy of whole‐brain MRSI at 1.5T, 3T, 7T, and 9.4T
por: Motyka, Stanislav, et al.
Publicado: (2019)

Super Resolution of Magnetic Resonance Images
por: Kaur, Prabhjot, et al.
Publicado: (2021)

Super-resolution spectroscopic microscopy via photon localization
por: Dong, Biqin, et al.
Publicado: (2016)

Effects of different macromolecular models on reproducibility of FID‐MRSI at 7T
por: Heckova, Eva, et al.
Publicado: (2019)

Simultaneous (18)F-fluciclovine Positron Emission Tomography and Magnetic Resonance Spectroscopic Imaging of Prostate Cancer
por: Esmaeili, Morteza, et al.
Publicado: (2018)

(2 + 1)D‐CAIPIRINHA accelerated MR spectroscopic imaging of the brain at 7T
por: Strasser, B., et al.
Publicado: (2016)

Deep attention super-resolution of brain magnetic resonance images acquired under clinical protocols
por: Li, Bryan M., et al.
Publicado: (2022)

Super-resolution of magnetic systems using deep learning
por: Lee, D. B., et al.
Publicado: (2023)

Dose Super-Resolution in Prostate Volumetric Modulated Arc Therapy Using Cascaded Deep Learning Networks
por: Shin, Dong-Seok, et al.
Publicado: (2020)

High-resolution metabolic imaging of high-grade gliomas using 7T-CRT-FID-MRSI
por: Hangel, Gilbert, et al.
Publicado: (2020)

Evaluation of Gliomas with Magnetic Resonance Fingerprinting with PET Correlation—A Comparative Study
por: Marik, Wolfgang, et al.
Publicado: (2023)

Super-resolution Surface Microscopy of Conductors using Magnetic Resonance
por: Ilott, Andrew J., et al.
Publicado: (2017)

Evaluation of the diagnostic value of high temporal and spatial resolution morphologic, dynamic, spectroscopic and diffusion-weighted magnetic resonance imaging in patients with breast lesions at 3 T
por: Pinker, K, et al.
Publicado: (2008)

BIMG-04. MAPPING HETEROGENEITY OF HIGH-GRADE GLIOMA METABOLISM USING HIGH RESOLUTION 7T MRSI
por: Hangel, Gilbert, et al.
Publicado: (2021)

Three‐dimensional, 2.5‐minute, 7T phosphorus magnetic resonance spectroscopic imaging of the human heart using concentric rings
por: Clarke, William T., et al.
Publicado: (2022)

Reproducibility of 3D MRSI for imaging human brain glucose metabolism using direct ((2)H) and indirect ((1)H) detection of deuterium labeled compounds at 7T and clinical 3T
por: Niess, Fabian, et al.
Publicado: (2023)

Ultrasound super-resolution imaging for differential diagnosis of breast masses
por: Zhang, Ge, et al.
Publicado: (2022)

SuperHistopath: A Deep Learning Pipeline for Mapping Tumor Heterogeneity on Low-Resolution Whole-Slide Digital Histopathology Images
por: Zormpas-Petridis, Konstantinos, et al.
Publicado: (2021)

Joint Image Reconstruction and Super-Resolution for Accelerated Magnetic Resonance Imaging
por: Xu, Wei, et al.
Publicado: (2023)

Wide-Field Pixel Super-Resolution Colour Lensfree Microscope for Digital Pathology
por: Zeng, Guang, et al.
Publicado: (2021)

BIMG-22. DEEP LEARNING SUPER-RESOLUTION MR SPECTROSCOPIC IMAGING TO MAP TUMOR METABOLISM IN MUTANT IDH GLIOMA PATIENTS
por: Li, Xianqi, et al.
Publicado: (2021)

Ultrasound super-resolution imaging for the differential diagnosis of thyroid nodules: A pilot study
por: Zhang, Ge, et al.
Publicado: (2022)

Brightness Invariant Deep Spectral Super-Resolution
por: Stiebel, Tarek, et al.
Publicado: (2020)

Deep Learning for Accurate Diagnosis of Liver Tumor Based on Magnetic Resonance Imaging and Clinical Data
por: Zhen, Shi-hui, et al.
Publicado: (2020)

Deep learning magnetic resonance imaging predicts platinum sensitivity in patients with epithelial ovarian cancer
por: Lei, Ruilin, et al.
Publicado: (2022)

Deep learning auto-segmentation on multi-sequence magnetic resonance images for upper abdominal organs
por: Amjad, Asma, et al.
Publicado: (2023)

The Utility of Texture Analysis Based on Breast Magnetic Resonance Imaging in Differentiating Phyllodes Tumors From Fibroadenomas
por: Mai, Hui, et al.
Publicado: (2019)

The impact of 1.5-T intraoperative magnetic resonance imaging in pediatric tumor surgery: Safety, utility, and challenges
por: Becerra, Victoria, et al.
Publicado: (2023)

Improvements in High Resolution Laryngeal Magnetic Resonance Imaging for Preoperative Transoral Laser Microsurgery and Radiotherapy Considerations in Early Lesions
por: Ruytenberg, Thomas, et al.
Publicado: (2018)

Multi-contrast brain magnetic resonance image super-resolution using the local weight similarity
por: Zheng, Hong, et al.
Publicado: (2017)

Through-Plane Super-Resolution With Autoencoders in Diffusion Magnetic Resonance Imaging of the Developing Human Brain
por: Kebiri, Hamza, et al.
Publicado: (2022)

To shift or to rotate? Comparison of acquisition strategies for multi-slice super-resolution magnetic resonance imaging
por: Nicastro, Michele, et al.
Publicado: (2022)

Deep Learning Radiomics to Predict PTEN Mutation Status From Magnetic Resonance Imaging in Patients With Glioma
por: Chen, Hongyu, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_mpms2bi61rd078qavti42pk6sd