Novel whole brain segmentation and volume estimation using quantitative MRI

No abstract is available for this paper.

• Publication year

  2012

• Venue

  European Radiology

• Publication date

  2012-05-01

• Fields of study

  Medicine

• Identifiers
  DOI 10.1007/s00330-011-2336-7PMID 22113264
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Clinical application of measurement of hippocampal atrophy in degenerative dementias

  2009cited by this paper
• Characterizing healthy and diseased white matter using quantitative magnetization transfer and multicomponent T2 relaxometry: A unified view via a four‐pool model

  2009cited by this paper
• MRI Measures of Alzheimer's Disease and the AddNeuroMed Study

  2009cited by this paper
• Rapid magnetic resonance quantification on the brain: Optimization for clinical usage

  2008cited by this paper
• MR in the diagnosis and monitoring of multiple sclerosis: an overview.

  2008cited by this paper
• Novel method for rapid, simultaneous T1, T*2, and proton density quantification

  2007cited by this paper
• Automated segmentation of multiple sclerosis lesion subtypes with multichannel MRI

  2006cited by this paper
• A new method for fast quantitative mapping of absolute water content in vivo

  2006cited by this paper
• High‐resolution T1 and T2 mapping of the brain in a clinically acceptable time with DESPOT1 and DESPOT2

  2005cited by this paper
• Full‐brain T1 mapping through inversion recovery fast spin echo imaging with time‐efficient slice ordering

  2005cited by this paper
• MRI as a biomarker of disease progression in a therapeutic trial of milameline for AD

  2003cited by this paper
• Rapid combined T1 and T2 mapping using gradient recalled acquisition in the steady state

  2003cited by this paper
• Automated segmentation of multispectral brain MR images.

  2002cited by this paper
• Magnetic resonance image tissue classification using a partial volume model.

  2001cited by this paper
• Rapid T1 mapping using multislice echo planar imaging

  2001cited by this paper
• In-vivo tissue characterization of multiple sclerosis and other white matter diseases using magnetic resonance based techniques

  2001cited by this paper
• White matter changes with normal aging

  1998cited by this paper
• In vivo measurement of T2 distributions and water contents in normal human brain

  1997cited by this paper
• Unsupervised, automated segmentation of the normal brain using a multispectral relaxometric magnetic resonance approach

  1997cited by this paper
• Measurement error.

  1996cited by this paper
• Reproducibility of nonparametric feature map segmentation for determination of normal human intracranial volumes with MR imaging data

  1994cited by this paper
• A multispectral analysis of brain tissues

  1993cited by this paper
• Graphical Analysis of MR Feature Space for Measurement of CSF, Gray‐Matter, and White‐Matter Volumes

  1993cited by this paper
• Simultaneous Display of Multiple MR Parameters with “Quantitative Magnetic Color Imaging”

  1992cited by this paper
• Routine quantitative analysis of brain and cerebrospinal fluid spaces with MR imaging

  1992cited by this paper
• Partial volume tissue classification of multichannel magnetic resonance images-a mixel model.

  1991cited by this paper
• A review of 1H nuclear magnetic resonance relaxation in pathology: are T1 and T2 diagnostic?

  1987cited by this paper
• Reproducibility of relaxation and spin‐density parameters in phantoms and the human brain measured by MR imaging at 1.5T

  1986cited by this paper
• Multispectral analysis of magnetic resonance images.

  1985cited by this paper
• A review of normal tissue hydrogen NMR relaxation times and relaxation mechanisms from 1-100 MHz: dependence on tissue type, NMR frequency, temperature, species, excision, and age.

  1984cited by this paper
• Measuring Skewness and Kurtosis

  1984cited by this paper
• Gas Demand Forecasting

  1984cited by this paper

• 3D quantitative MRI: a fast and reliable method for ventricular volumetry.

  2025cites this paper
• Estimation of Object Volume in Aqueous Food Media Using Surface Electric Potential and Neural Network Regression

  2025cites this paper
• A randomized double-blinded clinical study of early volumetric changes after shunt surgery and MRI-resistance of the Codman Certas® Plus shunt valve.

  2025cites this paper
• HeteroMRI: Robust white matter abnormality classification across multi-scanner MRI data

  2025cites this paper
• Synthetic versus conventional MRI for ring-enhancing brain lesions: A pre- and post-contrast comparison

  2025cites this paper
• Technical aspects and clinical applications of synthetic MRI: a scoping review

  2025cites this paper
• Biomarkers of preschool children with autism spectrum disorder: quantitative analysis of whole-brain tissue component volumes, intelligence scores, ADOS-CSS, and ages of first-word production and walking onset

  2024cites this paper
• Evaluation of gray-matter and white-matter microstructural abnormalities in children with growth hormone deficiency: a comprehensive assessment with synthetic magnetic resonance imaging

  2024cites this paper
• Evaluating age‐and gender‐related changes in brain volumes in normal adult using synthetic magnetic resonance imaging

  2024cites this paper
• The value of synthetic MRI in detecting the brain changes and hearing impairment of children with sensorineural hearing loss

  2024cites this paper
• Human-Prosthetic Interaction (HumanIT): A study protocol for a clinical trial evaluating brain neuroplasticity and functional performance after lower limb loss

  2024cites this paper
• Fully automated measurement of intracranial CSF and brain parenchyma volumes in pediatric hydrocephalus by segmentation of clinical MRI studies.

  2023cites this paper
• Automatic estimation of brain parenchymal fraction in patients with multple sclerosis: a comparison between synthetic MRI and an established automated brain segmentation software based on FSL

  2023cites this paper
• Generating Synthetic Radiological Images with PySynthMRI: An Open-Source Cross-Platform Tool

  2023cites this paper
• Evaluating T1, T2 Relaxation, and Proton Density in Normal Brain Using Synthetic MRI with Fast Imaging Protocol

  2023cites this paper
• [19. Basic Principle and Clinical Application of Synthetic MRI].

  2023cites this paper
• Clinical Feasibility of Automated Brain Tissue and Myelin Volumetry of Normal Brian Using Synthetic Magnetic Resonance Imaging With Fast Imaging Protocol: A Single-Center Pilot Study

  2023influential citation
• Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation

  2022cites this paper
• Newer MRI Techniques in Pediatric Neuroimaging.

  2022cites this paper
• Prediction of brain age using quantitative parameters of synthetic magnetic resonance imaging

  2022cites this paper
• Accelerated Synthetic MRI with Deep Learning–Based Reconstruction for Pediatric Neuroimaging

  2022cites this paper
• Relaxometry and brain myelin quantification with synthetic MRI in MS subtypes and their associations with spinal cord atrophy

  2022cites this paper
• Time-saving synthetic magnetic resonance imaging protocols for pediatric neuroimaging: impact of echo train length and bandwidth on image quality

  2022influential citation
• The effect of scan parameters on T1, T2 relaxation times measured with multi-dynamic multi-echo sequence: a phantom study

  2022cites this paper
• Tracking the Development of Baby Brain Tissue with Color Vision in Magnetic Resonance Imaging

  2022cites this paper
• Synthetic MRI for stroke: a qualitative and quantitative pilot study

  2022cites this paper
• Clinical adaptation of synthetic MRI-based whole brain volume segmentation in children at 3 T: comparison with modified SPM segmentation methods

  2021cites this paper
• Quantitative Parametric Mapping of Tissues Properties from Standard Magnetic Resonance Imaging Enabled by Deep Learning

  2021cites this paper
• Brain volumetric and fractal analysis of synthetic MRI: A comparative study with conventional 3D T1-weighted images.

  2021influential citation
• Relaxation time of brain tissue in the elderly assessed by synthetic MRI

  2021cites this paper
• Brain Volumetric Measurements in Children With Attention Deficit Hyperactivity Disorder: A Comparative Study Between Synthetic and Conventional Magnetic Resonance Imaging

  2021cites this paper
• Technical and clinical validation of commercial automated volumetric MRI tools for dementia diagnosis—a systematic review

  2021cites this paper
• Synthetic MRI: Technologies and Applications in Neuroradiology

  2020cites this paper
• Benchmarking Human Performance in Semi-Automated Image Segmentation

  2020cites this paper
• Normal volumetric and T1 relaxation time values at 1.5 T in segmented pediatric brain MRI using a MP2RAGE acquisition

  2020cites this paper
• Age-Related Changes in Relaxation Times, Proton Density, Myelin, and Tissue Volumes in Adult Brain Analyzed by 2-Dimensional Quantitative Synthetic Magnetic Resonance Imaging

  2020cites this paper
• Synthetic MRI of Preterm Infants at Term-Equivalent Age: Evaluation of Diagnostic Image Quality and Automated Brain Volume Segmentation

  2020cites this paper
• Machine Learning and Multiparametric Brain MRI to Differentiate Hereditary Diffuse Leukodystrophy with Spheroids from Multiple Sclerosis

  2020cites this paper
• Medical physics challenges in clinical MR-guided radiotherapy

  2020cites this paper
• Accelerated Isotropic Multiparametric Imaging by High Spatial Resolution 3D-QALAS With Compressed Sensing

  2020cites this paper
• Simple statistical methods for unsupervised brain anomaly detection on MRI are competitive to deep learning methods

  2020cites this paper
• An information theory model for optimizing quantitative magnetic resonance imaging acquisitions

  2020cites this paper
• An off-the-grid approach to multi-compartment magnetic resonance fingerprinting

  2020cites this paper
• White matter at various stages of Alzheimer’s disease

  2019influential citation
• Clinical equivalence assessment of T2 synthesized pediatric brain magnetic resonance imaging.

  2019cites this paper
• Linearity, Bias, Intrascanner Repeatability, and Interscanner Reproducibility of Quantitative Multidynamic Multiecho Sequence for Rapid Simultaneous Relaxometry at 3 T: A Validation Study With a Standardized Phantom and Healthy Controls

  2019cites this paper
• Automatic classification of tissues on pelvic MRI based on relaxation times and support vector machine

  2019cites this paper
• Partial volume mapping using magnetic resonance fingerprinting

  2019cites this paper
• Review of synthetic MRI in pediatric brains: Basic principle of MR quantification, its features, clinical applications, and limitations.

  2019cites this paper
• Recent Advances in Pediatric Brain, Spine, and Neuromuscular Magnetic Resonance Imaging Techniques.

  2019cites this paper
• Brain tissue and myelin volumetric analysis in multiple sclerosis at 3T MRI with various in-plane resolutions using synthetic MRI

  2019cites this paper
• Multivariate fuzzy analysis of brain tissue volumes and relaxation rates for supporting the diagnosis of relapsing-remitting multiple sclerosis

  2019cites this paper
• Technical Note: Simultaneous Segmentation and Relaxometry for MRI through Multitask Learning.

  2019cites this paper
• Improving diagnosis accuracy of brain volume abnormalities during childhood with an automated MP2RAGE-based magnetic resonance imaging brain segmentation.

  2019cites this paper
• Three-dimensional high-resolution simultaneous quantitative mapping of the whole brain with 3D-QALAS: An accuracy and repeatability study.

  2019cites this paper
• Major depressive disorder early detection

  2019cites this paper
• Tissue Segmentation and Partial Volume Estimation with Magnetic Resonance Fingerprinting

  2019cites this paper
• Synthetic MRI Sequence Parameters of Spine Components with the Normal Values of Magnetic Relaxation

  2018cites this paper
• Effect of Gadolinium on the Estimation of Myelin and Brain Tissue Volumes Based on Quantitative Synthetic MRI

  2018influential citation
• Magnetic resonance imaging relaxation time in Alzheimer's disease.

  2018cites this paper
• Nuclei Segmentation for Quantification of Brain Tumors in Digital Pathology Images

  2018cites this paper
• Clinical Feasibility of Synthetic Magnetic Resonance Imaging in the Diagnosis of Internal Derangements of the Knee

  2018cites this paper
• Synthetic Brain MRI: Review of Current Concepts and Future Directions

  2018cites this paper
• Myelin Measurement: Comparison Between Simultaneous Tissue Relaxometry, Magnetization Transfer Saturation Index, and T1w/T2w Ratio Methods

  2018cites this paper
• Normal Values of Magnetic Relaxation Parameters of Spine Components with the Synthetic MRI Sequence

  2018cites this paper
• Myelin loss in white matter hyperintensities and normal-appearing white matter of cognitively impaired patients: a quantitative synthetic magnetic resonance imaging study

  2018cites this paper
• Repeatability and reproducibility of FreeSurfer, FSL-SIENAX and SPM brain volumetric measurements and the effect of lesion filling in multiple sclerosis

  2018cites this paper
• Bayesian estimation of multicomponent relaxation parameters in magnetic resonance fingerprinting

  2018cites this paper
• 3D medical image visualization and VE model to determine the pathology zone of tumor evidence-based using some numerical methods and simulation

  2017cites this paper
• RESUME: Turning an SWI acquisition into a fast qMRI protocol

  2017cites this paper
• Clinical Applications of Synthetic MRI of the Brain

  2017cites this paper
• Automatic MRI Gray Matter Brain Tumor Detection of Segmentation and Deep Brain Structures Based Segmentation Methodology

  2017cites this paper
• Quantitative Synthetic MRI in Children: Normative Intracranial Tissue Segmentation Values during Development

  2017influential citation
• Brain tissue classification method for clinical decision-support systems

  2017cites this paper
• An Innovative Model for Detecting Brain Tumors and Glioblastoma Multiforme Disease Patterns

  2017cites this paper
• Automated brain tissue and myelin volumetry based on quantitative MR imaging with various in-plane resolutions.

  2017cites this paper
• Approaches to Brain Tissue Quantification with Comparison on Supporting the Detection of Age-Related Dementia in MRI

  2017cites this paper
• High‐SNR multiple T2(*)‐contrast magnetic resonance imaging using a robust denoising method based on tissue characteristics

  2017cites this paper
• Age-Related Changes in Tissue Value Properties in Children: Simultaneous Quantification of Relaxation Times and Proton Density Using Synthetic Magnetic Resonance Imaging

  2017cites this paper
• Conventional and synthetic MRI in multiple sclerosis: a comparative study

  2017cites this paper
• Perfusion estimation and partial volume considerations

  2017cites this paper
• SyMRI of the Brain

  2017influential citation
• A novel brain image processing method for the application of detecting the GBM disease patterns in anatomic sections of T1-weighted 3D magnetic resonance imaging

  2017cites this paper
• Image quality at synthetic brain magnetic resonance imaging in children

  2017cites this paper
• A segmentation of brain MRI images utilizing intensity and contextual information by Markov random field

  2017cites this paper
• Clinical validation of synthetic brain MRI in children: initial experience

  2016cites this paper
• A subject-specific framework for in vivo myeloarchitectonic analysis using high resolution quantitative MRI

  2016cites this paper
• Open Science CBS Neuroimaging Repository: Sharing ultra-high-field MR images of the brain

  2016cites this paper
• Quantitative MRI for Analysis of Active Multiple Sclerosis Lesions without Gadolinium-Based Contrast Agent

  2016cites this paper
• Brain segmentation is more accurate if scan time is optimized for quantitative rather than conventional magnetic resonance imaging

  2016cites this paper
• Advanced MRI techniques to improve our understanding of experience-induced neuroplasticity

  2016cites this paper
• Clinical Feasibility of Synthetic MRI in Multiple Sclerosis: A Diagnostic and Volumetric Validation Study

  2016cites this paper
• Brain imaging with synthetic MR in children: clinical quality assessment

  2016cites this paper
• Quantitative MRI for Rapid and User-Independent Monitoring of Intracranial CSF Volume in Hydrocephalus

  2016cites this paper
• Automatic Brain Segmentation into Substructures Using Quantitative MRI

  2016cites this paper
• Accuracy and reproducibility of a quantitative magnetic resonance imaging method for concurrent measurements of tissue relaxation times and proton density.

  2015cites this paper
• Normal Appearing and Diffusely Abnormal White Matter in Patients with Multiple Sclerosis Assessed with Quantitative MR

  2014cites this paper
• A computational framework for ultra-high resolution cortical segmentation at 7 Tesla

  2014cites this paper
• Partial volume effect modeling for segmentation and tissue classification of brain magnetic resonance images: A review.

  2014cites this paper
• etodos de Classificac ¸ ˜ ao Supervisionada: Aplicac ¸ ˜ ao ao S´indrome de Williams

  2014cites this paper