当前位置： SCI文献检索 > NeuroImage-Clinical期刊下所有文献 > 18F-FDG-PET-based radiomics features to distinguish primary central nervous system lymphoma from glioblastoma.

18F-FDG-PET-based radiomics features to distinguish primary central nervous system lymphoma from glioblastoma.

Abstract：

:The differential diagnosis of primary central nervous system lymphoma from glioblastoma multiforme (GBM) is essential due to the difference in treatment strategies. This study retrospectively reviewed 77 patients (24 with lymphoma and 53 with GBM) to identify the stable and distinguishable characteristics of lymphoma and GBM in 18F-fluorodeocxyglucose (FDG) positron emission tomography (PET) images using a radiomics approach. Three groups of maps, namely, a standardized uptake value (SUV) map, an SUV map calibrated with the normal contralateral cortex (ncc) activity (SUV/ncc map), and an SUV map calibrated with the normal brain mean (nbm) activity (SUV/nbm map), were generated, and a total of 107 radiomics features were extracted from each SUV map. The margins of the ROI were adjusted to assess the stability of the features, and the area under the curve (AUC) of the receiver operating characteristic curve of each feature was compared with the SUVmax to evaluate the distinguishability of the features. Nighty-five radiomics features from the SUV map were significantly different between lymphoma and GBM, 46 features were numeric stable after marginal adjustment, and 31 features displayed better performance than SUVmax. Features extracted from the SUV map demonstrated higher AUCs than features from the further calibrated maps. Tumors with solid metabolic patterns were also separately evaluated and revealed similar results. Thirteen radiomics features that were stable and distinguishable than SUVmax in every circumstance were selected to distinguish lymphoma from glioblastoma, and they suggested that lymphoma has a higher SUV in most interval segments and is more mathematically heterogeneous than GBM. This study suggested that 18F-FDG-PET-based radiomics is a reliable noninvasive method to distinguish lymphoma and GBM.

journal_name

Neuroimage Clin

journal_title

NeuroImage. Clinical

authors

Kong Z,Jiang C,Zhu R,Feng S,Wang Y,Li J,Chen W,Liu P,Zhao D,Ma W,Wang Y,Cheng X

doi

10.1016/j.nicl.2019.101912

subject

Has Abstract

pub_date

2019-01-01 00:00:00

pages

101912

issn

2213-1582

pii

S2213-1582(19)30262-1

journal_volume

23

pub_type

杂志文章

相关文献

NeuroImage-Clinical文献大全
  • Delineation of the visual pathway in paediatric optic pathway glioma patients using probabilistic tractography, and correlations with visual acuity.

    abstract：Background:Radiological biomarkers which correlate with visual function are needed to improve the clinical management of optic pathway glioma (OPG) patients. Currently, these are not available using conventional magnetic resonance imaging (MRI) sequences. The aim of this study was to determine whether diffusion MRI cou...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2017.10.010

    authors： Hales PW,Smith V,Dhanoa-Hayre D,O'Hare P,Mankad K,d'Arco F,Cooper J,Kaur R,Phipps K,Bowman R,Hargrave D,Clark C

    更新日期：2017-10-11 00:00:00

  • A multicenter study of the early detection of synaptic dysfunction in Mild Cognitive Impairment using Magnetoencephalography-derived functional connectivity.

    abstract：:Synaptic disruption is an early pathological sign of the neurodegeneration of Dementia of the Alzheimer's type (DAT). The changes in network synchronization are evident in patients with Mild Cognitive Impairment (MCI) at the group level, but there are very few Magnetoencephalography (MEG) studies regarding discriminat...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章,多中心研究

    doi：10.1016/j.nicl.2015.07.011

    authors： Maestú F,Peña JM,Garcés P,González S,Bajo R,Bagic A,Cuesta P,Funke M,Mäkelä JP,Menasalvas E,Nakamura A,Parkkonen L,López ME,Del Pozo F,Sudre G,Zamrini E,Pekkonen E,Henson RN,Becker JT,Magnetoencephalography Internat

    更新日期：2015-08-01 00:00:00

  • Draining the pond and catching the fish: Uncovering the ecosystem of auditory verbal hallucinations.

    abstract：:The various models proposed for the mediation of auditory verbal hallucinations (AVH) implicate a considerable number of brain areas and mechanisms. To establish which of those mechanisms are actually involved in the mediation of AVH, we developed a novel method to analyze functional MRI data, which allows for the det...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2018.09.016

    authors： Looijestijn J,Blom JD,Hoek HW,Renken R,Liemburg E,Sommer IEC,Aleman A,Goekoop R

    更新日期：2018-01-01 00:00:00

  • Insight and emotion regulation in schizophrenia: A brain activation and functional connectivity study.

    abstract：BACKGROUND:Insight is impaired in the majority of schizophrenia patients. The exact neural correlates of impaired insight remain unclear. We assume that the ability to regulate emotions contributes to having good clinical insight, as patients should be able to regulate their emotional state in such a way that they can ...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2018.09.009

    authors： Larabi DI,van der Meer L,Pijnenborg GHM,Ćurčić-Blake B,Aleman A

    更新日期：2018-01-01 00:00:00

  • Brain connectivity tracks effects of chemotherapy separately from behavioral measures.

    abstract：:Several studies in cancer research have suggested that cognitive dysfunction following chemotherapy, referred to in lay terms as "chemobrain", is a serious problem. At present, the changes in integrative brain function that underlie such dysfunction remain poorly understood. Recent developments in neuroimaging suggest...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2019.101654

    authors： Kardan O,Reuter-Lorenz PA,Peltier S,Churchill NW,Misic B,Askren MK,Jung MS,Cimprich B,Berman MG

    更新日期：2019-01-01 00:00:00

  • Alzheimer's disease patients activate attention networks in a short-term memory task.

    abstract：:Network functioning during cognitive tasks is of major interest in Alzheimer's disease (AD). Cognitive functioning in AD includes variable performance in short-term memory (STM). In most studies, the verbal STM functioning in AD patients has been interpreted within the phonological loop subsystem of Baddeley's working...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2019.101892

    authors： Kurth S,Bahri MA,Collette F,Phillips C,Majerus S,Bastin C,Salmon E

    更新日期：2019-01-01 00:00:00

  • Functional brain connectome in posterior cortical atrophy.

    abstract：:This study investigated the functional brain connectome architecture in patients with Posterior Cortical Atrophy (PCA). Eighteen PCA patients and 29 age- and sex- matched healthy controls were consecutively recruited in a specialized referral center. Participants underwent neurologic examination, cerebrospinal fluid (...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2019.102100

    authors： Migliaccio R,Agosta F,Basaia S,Cividini C,Habert MO,Kas A,Montembeault M,Filippi M

    更新日期：2020-01-01 00:00:00

  • Influence of aerobic exercise training on the neural correlates of motor learning in Parkinson's disease individuals.

    abstract：BACKGROUND:Aerobic exercise training (AET) has been shown to provide general health benefits, and to improve motor behaviours in particular, in individuals with Parkinson's disease (PD). However, the influence of AET on their motor learning capacities, as well as the change in neural substrates mediating this effect re...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2016.09.011

    authors： Duchesne C,Gheysen F,Bore A,Albouy G,Nadeau A,Robillard ME,Bobeuf F,Lafontaine AL,Lungu O,Bherer L,Doyon J

    更新日期：2016-09-14 00:00:00

  • High serum high-density lipoprotein-cholesterol is associated with memory function and gyrification of insular and frontal opercular cortex in an elderly memory-clinic population.

    abstract：:The issue of whether serum lipid marker values are cognitively and neurologically significant for elderly individuals attending a memory clinic has been controversial. We investigated the associations of serum lipid markers with the memory function and cortical structure in 52 patients aged ≥75 years who had attended ...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2019.101746

    authors： Kinno R,Mori Y,Kubota S,Nomoto S,Futamura A,Shiromaru A,Kuroda T,Yano S,Ishigaki S,Murakami H,Baba Y,Ono K

    更新日期：2019-01-01 00:00:00

  • Does the late positive component reflect successful reading acquisition? A longitudinal ERP study.

    abstract：:Developmental dyslexia is a reading disorder that is associated with deficits in phonological processing, where the exact neural basis for those processing deficits remains unclear. In particular, disagreement exists whether degraded phonological representations or an impaired access to the phonological representation...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2017.10.014

    authors： Wachinger C,Volkmer S,Bublath K,Bruder J,Bartling J,Schulte-Körne G

    更新日期：2017-10-13 00:00:00

  • APPswe/PS1dE9 mice with cortical amyloid pathology show a reduced NAA/Cr ratio without apparent brain atrophy: A MRS and MRI study.

    abstract：:Transgenic animal models of Aβ pathology provide mechanistic insight into some aspects of Alzheimer disease (AD) pathology related to Aβ accumulation. Quantitative neuroimaging is a possible aid to improve translation of mechanistic findings in transgenic models to human end phenotypes of brain morphology or function....

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2017.06.009

    authors： Kuhla A,Rühlmann C,Lindner T,Polei S,Hadlich S,Krause BJ,Vollmar B,Teipel SJ

    更新日期：2017-06-09 00:00:00

  • Classification of evoked responses to inverted faces reveals both spatial and temporal cortical response abnormalities in Autism spectrum disorder.

    abstract：:The neurophysiology of face processing has been studied extensively in the context of social impairments associated with autism spectrum disorder (ASD), but the existing studies have concentrated mainly on univariate analyses of responses to upright faces, and, less frequently, inverted faces. The small number of exis...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2020.102501

    authors： Nunes AS,Mamashli F,Kozhemiako N,Khan S,McGuiggan NM,Losh A,Joseph RM,Ahveninen J,Doesburg SM,Hämäläinen MS,Kenet T

    更新日期：2020-11-30 00:00:00

  • SPG11 mutations cause widespread white matter and basal ganglia abnormalities, but restricted cortical damage.

    abstract：:SPG11 mutations are the major cause of autosomal recessive Hereditary Spastic Paraplegia. The disease has a wide phenotypic variability indicating many regions of the nervous system besides the corticospinal tract are affected. Despite this, anatomical and phenotypic characterization is restricted. In the present stud...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2018.05.031

    authors： Faber I,Martinez ARM,de Rezende TJR,Martins CR Jr,Martins MP,Lourenço CM,Marques W Jr,Montecchiani C,Orlacchio A,Pedroso JL,Barsottini OGP,Lopes-Cendes Í,França MC Jr

    更新日期：2018-06-09 00:00:00

  • Computational modeling of transcranial direct current stimulation (tDCS) in obesity: Impact of head fat and dose guidelines.

    abstract：:Recent studies show that acute neuromodulation of the prefrontal cortex with transcranial direct current stimulation (tDCS) can decrease food craving, attentional bias to food, and actual food intake. These data suggest potential clinical applications for tDCS in the field of obesity. However, optimal stimulation para...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2013.05.011

    authors： Truong DQ,Magerowski G,Blackburn GL,Bikson M,Alonso-Alonso M

    更新日期：2013-05-31 00:00:00

  • Structural brain differences in pre-adolescents who persist in and recover from stuttering.

    abstract：BACKGROUND:Stuttering is a complex speech fluency disorder occurring in childhood. In young children, stuttering has been associated with speech-related auditory and motor areas of the brain. During transition into adolescence, the majority of children who stutter (75-80%) will experience remission of their symptoms. T...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2020.102334

    authors： Koenraads SPC,van der Schroeff MP,van Ingen G,Lamballais S,Tiemeier H,Baatenburg de Jong RJ,White T,Franken MC,Muetzel RL

    更新日期：2020-01-01 00:00:00

  • Intra-individual variability in information processing speed reflects white matter microstructure in multiple sclerosis.

    abstract：:Slowed information processing speed is commonly reported in persons with multiple sclerosis (MS), and is typically investigated using clinical neuropsychological tests, which provide sensitive indices of mean-level information processing speed. However, recent studies have demonstrated that within-person variability o...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2013.06.012

    authors： Mazerolle EL,Wojtowicz MA,Omisade A,Fisk JD

    更新日期：2013-06-28 00:00:00

  • Multiparametric graph theoretical analysis reveals altered structural and functional network topology in Alzheimer's disease.

    abstract：:Alzheimer's disease (AD), an irreversible neurodegenerative disease, is the most common type of dementia in elderly people. This present study incorporated multiple structural and functional connectivity metrics into a graph theoretical analysis framework and investigated alterations in brain network topology in patie...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2019.101680

    authors： Lin SY,Lin CP,Hsieh TJ,Lin CF,Chen SH,Chao YP,Chen YS,Hsu CC,Kuo LW

    更新日期：2019-01-01 00:00:00

  • Relative contributions of lesion location and lesion size to predictions of varied language deficits in post-stroke aphasia.

    abstract：:Despite the widespread use of lesion-symptom mapping (LSM) techniques to study associations between location of brain damage and language deficits, the prediction of language deficits from lesion location remains a substantial challenge. The present study examined several factors which may impact lesion-symptom predic...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2018.10.017

    authors： Thye M,Mirman D

    更新日期：2018-01-01 00:00:00

  • Prognosis of conversion of mild cognitive impairment to Alzheimer's dementia by voxel-wise Cox regression based on FDG PET data.

    abstract：AIM:The value of 18F-fluorodeoxyglucose (FDG) PET for the prognosis of conversion from mild cognitive impairment (MCI) to Alzheimer's dementia (AD) is controversial. In the present work, the identification of cerebral metabolic patterns with significant prognostic value for conversion of MCI patients to AD is investiga...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章,多中心研究,随机对照试验

    doi：10.1016/j.nicl.2018.101637

    authors： Sörensen A,Blazhenets G,Rücker G,Schiller F,Meyer PT,Frings L,Alzheimer's Disease Neuroimaging Initiative.

    更新日期：2019-01-01 00:00:00

  • Age related-changes in the neural basis of self-generation in verbal paired associate learning.

    abstract：:Verbal information is better retained when it is self-generated rather than when it is received passively. The application of self-generation procedures has been found to improve memory in healthy elderly and in individuals with impaired cognition. Overall, the available studies support the notion that active particip...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2015.02.006

    authors： Vannest J,Maloney T,Kay B,Siegel M,Allendorfer JB,Banks C,Altaye M,Szaflarski JP

    更新日期：2015-02-20 00:00:00

  • Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy.

    abstract：:The in vivo structure-function relationship is key to understanding brain network reorganization due to pathologies. This relationship is likely to be particularly complex in brain network diseases such as temporal lobe epilepsy, in which disturbed large-scale systems are involved in both transient electrical events a...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2016.05.010

    authors： Wirsich J,Perry A,Ridley B,Proix T,Golos M,Bénar C,Ranjeva JP,Bartolomei F,Breakspear M,Jirsa V,Guye M

    更新日期：2016-05-19 00:00:00

  • Brain functional networks become more connected as amyotrophic lateral sclerosis progresses: a source level magnetoencephalographic study.

    abstract：:This study hypothesizes that the brain shows hyper connectedness as amyotrophic lateral sclerosis (ALS) progresses. 54 patients (classified as "early stage" or "advanced stage") and 25 controls underwent magnetoencephalography and MRI recordings. The activity of the brain areas was reconstructed, and the synchronizati...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2018.08.001

    authors： Sorrentino P,Rucco R,Jacini F,Trojsi F,Lardone A,Baselice F,Femiano C,Santangelo G,Granata C,Vettoliere A,Monsurrò MR,Tedeschi G,Sorrentino G

    更新日期：2018-08-04 00:00:00

  • Neural correlates of attention bias to masked facial threat cues: Examining children at-risk for social anxiety disorder.

    abstract：Background:Behavioral inhibition (BI) is an early-appearing temperament trait and a robust predictor of social anxiety disorder (SAD). Both BI and anxiety may have distinct patterns of emotion processing marked by heightened neural responses to threat cues. BI and anxious children display similar frontolimbic patterns ...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2018.04.003

    authors： Auday ES,Taber-Thomas BC,Pérez-Edgar KE

    更新日期：2018-04-12 00:00:00

  • Cerebral amyloid angiopathy is associated with decreased functional brain connectivity.

    abstract：:Cerebral amyloid angiopathy (CAA) is a major cause of intracerebral hemorrhage and neurological decline in the elderly. CAA results in focal brain lesions, but the influence on global brain functioning needs further investigation. Here we study functional brain connectivity in patients with Dutch type hereditary CAA u...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2020.102546

    authors： Drenth N,van der Grond J,Rombouts SARB,van Buchem MA,Terwindt GM,Wermer MJH,Chhatwal JP,Gurol ME,Greenberg SM,van Rooden S

    更新日期：2020-12-24 00:00:00

  • Abnormal brain structure in youth who commit homicide.

    abstract：BACKGROUND:Violence that leads to homicide results in an extreme financial and emotional burden on society. Juveniles who commit homicide are often tried in adult court and typically spend the majority of their lives in prison. Despite the enormous costs associated with homicidal behavior, there have been no serious ne...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2014.05.002

    authors： Cope LM,Ermer E,Gaudet LM,Steele VR,Eckhardt AL,Arbabshirani MR,Caldwell MF,Calhoun VD,Kiehl KA

    更新日期：2014-05-10 00:00:00

  • Conflict processing in juvenile patients with neurofibromatosis type 1 (NF1) and healthy controls - Two pathways to success.

    abstract：:Neurofibromatosis Type 1 (NF1) is a monogenetic autosomal-dominant disorder with a broad spectrum of clinical symptoms and is commonly associated with cognitive deficits. Patients with NF1 frequently exhibit cognitive impairments like attention problems, working memory deficits and dysfunctional inhibitory control. Th...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2017.02.014

    authors： Bluschke A,von der Hagen M,Papenhagen K,Roessner V,Beste C

    更新日期：2017-02-20 00:00:00

  • Tissue-type mapping of gliomas.

    abstract：PURPOSE:To develop a statistical method of combining multimodal MRI (mMRI) of adult glial brain tumours to generate tissue heterogeneity maps that indicate tumour grade and infiltration margins. MATERIALS AND METHODS:We performed a retrospective analysis of mMRI from patients with histological diagnosis of glioma (n =...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2018.101648

    authors： Raschke F,Barrick TR,Jones TL,Yang G,Ye X,Howe FA

    更新日期：2019-01-01 00:00:00

  • Using concurrent EEG and fMRI to probe the state of the brain in schizophrenia.

    abstract：:Perceptional abnormalities in schizophrenia are associated with hallucinations and delusions, but also with negative symptoms and poor functional outcome. Perception can be studied using EEG-derived event related potentials (ERPs). Because of their excellent temporal resolution, ERPs have been used to ask when percept...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2016.08.009

    authors： Ford JM,Roach BJ,Palzes VA,Mathalon DH

    更新日期：2016-08-10 00:00:00

  • Mirror neuron activations in encoding of psychic pain in borderline personality disorder.

    abstract：:Borderline personality disorder (BPD) is characterized by pronounced emotional instability in interpersonal relations. Previous studies have shown increased activity in the amygdala, an imaging phenotype of negative affect. However, clinical accounts of BPD have drawn attention to deficits in social cognition and thei...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2019.101737

    authors： Sosic-Vasic Z,Eberhardt J,Bosch JE,Dommes L,Labek K,Buchheim A,Viviani R

    更新日期：2019-01-01 00:00:00

  • Novel surface features for automated detection of focal cortical dysplasias in paediatric epilepsy.

    abstract：:Focal cortical dysplasia is a congenital abnormality of cortical development and the leading cause of surgically remediable drug-resistant epilepsy in children. Post-surgical outcome is improved by presurgical lesion detection on structural MRI. Automated computational techniques have improved detection of focal corti...

    journal_title：NeuroImage. Clinical

    pub_type： 杂志文章

    doi：10.1016/j.nicl.2016.12.030

    authors： Adler S,Wagstyl K,Gunny R,Ronan L,Carmichael D,Cross JH,Fletcher PC,Baldeweg T

    更新日期：2016-12-30 00:00:00