Cargando…

FLAIR-Wise Machine-Learning Classification and Lateralization of MRI-Negative (18)F-FDG PET-Positive Temporal Lobe Epilepsy

Objective: In this study, we investigated the ability of fluid-attenuated inversion recovery (FLAIR) data coupled with machine-leaning algorithms to differentiate normal and epileptic brains and identify the laterality of focus side in temporal lobe epilepsy (TLE) patients with visually negative MRI...

Descripción completa

Detalles Bibliográficos
Autores principales:	Beheshti, Iman, Sone, Daichi, Maikusa, Norihide, Kimura, Yukio, Shigemoto, Yoko, Sato, Noriko, Matsuda, Hiroshi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2020
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7669910/ https://www.ncbi.nlm.nih.gov/pubmed/33224093 http://dx.doi.org/10.3389/fneur.2020.580713

Ejemplares similares

Similar and Differing Distributions Between (18)F-FDG-PET and Arterial Spin Labeling Imaging in Temporal Lobe Epilepsy
por: Sone, Daichi, et al.
Publicado: (2019)

Disrupted White Matter Integrity and Structural Brain Networks in Temporal Lobe Epilepsy With and Without Interictal Psychosis
por: Sone, Daichi, et al.
Publicado: (2020)

Gray Matter and White Matter Abnormalities in Temporal Lobe Epilepsy Patients with and without Hippocampal Sclerosis
por: Beheshti, Iman, et al.
Publicado: (2018)

Abnormal neurite density and orientation dispersion in unilateral temporal lobe epilepsy detected by advanced diffusion imaging
por: Sone, Daichi, et al.
Publicado: (2018)

Neuroimaging-based brain-age prediction in diverse forms of epilepsy: a signature of psychosis and beyond
por: Sone, Daichi, et al.
Publicado: (2019)

Upper cerebellar glucose hypermetabolism in patients with temporal lobe epilepsy and interictal psychosis
por: Sone, Daichi, et al.
Publicado: (2022)

Association between subfield volumes of the medial temporal lobe and cognitive assessments
por: Ogawa, Masayo, et al.
Publicado: (2019)

Voxel-based correlation of (18)F-THK5351 accumulation with gray matter structural networks in cognitively normal older adults
por: Shigemoto, Yoko, et al.
Publicado: (2021)

Graph Theoretical Analysis of Structural Neuroimaging in Temporal Lobe Epilepsy with and without Psychosis
por: Sone, Daichi, et al.
Publicado: (2016)

Reduced resilience of brain gray matter networks in idiopathic generalized epilepsy: A graph-theoretical analysis
por: Sone, Daichi, et al.
Publicado: (2019)

Automated subfield volumetric analysis of hippocampus in temporal lobe epilepsy using high-resolution T2-weighed MR imaging
por: Sone, Daichi, et al.
Publicado: (2016)

Editorial: State-of-the-art artificial intelligence methods in neurodegeneration
por: Beheshti, Iman, et al.
Publicado: (2023)

Harmonized Z-Scores Calculated from a Large-Scale Normal MRI Database to Evaluate Brain Atrophy in Neurodegenerative Disorders
por: Maikusa, Norihide, et al.
Publicado: (2022)

Comparing CAT12 and VBM8 for Detecting Brain Morphological Abnormalities in Temporal Lobe Epilepsy
por: Farokhian, Farnaz, et al.
Publicado: (2017)

Gray matter structural networks related to (18)F-THK5351 retention in cognitively normal older adults and Alzheimer's disease patients
por: Shigemoto, Yoko, et al.
Publicado: (2021)

Association between neurite metrics and tau/inflammatory pathology in Alzheimer's disease
por: Sone, Daichi, et al.
Publicado: (2020)

Age and Sex-Related Effects on Single-Subject Gray Matter Networks in Healthy Participants
por: Shigemoto, Yoko, et al.
Publicado: (2023)

The association between “Brain‐Age Score” (BAS) and traditional neuropsychological screening tools in Alzheimer's disease
por: Beheshti, Iman, et al.
Publicado: (2018)

Voxel-based correlation of (18)F-THK5351 accumulation and gray matter volume in the brain of cognitively normal older adults
por: Shigemoto, Yoko, et al.
Publicado: (2019)

Voxel-based Specific Regional Analysis System for Alzheimer’s Disease (VSRAD) on 3-tesla Normal Database: Diagnostic Accuracy in Two Independent Cohorts with Early Alzheimer’s Disease
por: Sone, Daichi, et al.
Publicado: (2018)

Clinical Application of Machine Learning Models for Brain Imaging in Epilepsy: A Review
por: Sone, Daichi, et al.
Publicado: (2021)

Free water derived by multi‐shell diffusion MRI reflects tau/neuroinflammatory pathology in Alzheimer's disease
por: Nakaya, Moto, et al.
Publicado: (2022)

Computer-Aided Diagnosis and Localization of Lateralized Temporal Lobe Epilepsy Using Interictal FDG-PET
por: Kerr, Wesley T., et al.
Publicado: (2013)

Association of deposition of tau and amyloid‐β proteins with structural connectivity changes in cognitively normal older adults and Alzheimer’s disease spectrum patients
por: Shigemoto, Yoko, et al.
Publicado: (2018)

Brain gray matter structural network in myotonic dystrophy type 1
por: Sugiyama, Atsuhiko, et al.
Publicado: (2017)

Dissociation of Tau Deposits and Brain Atrophy in Early Alzheimer’s Disease: A Combined Positron Emission Tomography/Magnetic Resonance Imaging Study
por: Shigemoto, Yoko, et al.
Publicado: (2018)

A structural MRI study of cholinergic pathways and cognition in multiple sclerosis
por: Kimura, Yukio, et al.
Publicado: (2017)

In vivo evaluation of gray and white matter volume loss in the parkinsonian variant of multiple system atrophy using SPM8 plus DARTEL for VBM()
por: Shigemoto, Yoko, et al.
Publicado: (2013)

Unilateral thalamic hypometabolism on FDG brain PET in patient with temporal lobe epilepsy
por: Sager, Sait, et al.
Publicado: (2011)

Evaluation of brain FDG PET images in temporal lobe epilepsy for lateralization of epileptogenic focus using data mining methods
por: AKDEMİR, Ümit Özgür, et al.
Publicado: (2020)

Combined quantitative T2 mapping and [(18)F]FDG PET could improve lateralization of mesial temporal lobe epilepsy
por: Zhang, Miao, et al.
Publicado: (2022)

Neuroimaging-Based Brain Age Estimation: A Promising Personalized Biomarker in Neuropsychiatry
por: Sone, Daichi, et al.
Publicado: (2022)

FDG-PET Profiles of Extratemporal Metabolism as a Predictor of Surgical Failure in Temporal Lobe Epilepsy
por: Tang, Yongxiang, et al.
Publicado: (2020)

Machine Learning Quantitative Analysis of FDG PET Images of Medial Temporal Lobe Epilepsy Patients
por: Shih, Yen-Cheng, et al.
Publicado: (2022)

The feasibility of (11)C‐PIB‐PET/CT for amyloid plaque burden: validation of the effectiveness of CT‐based partial volume correction
por: Sasaki, Kei, et al.
Publicado: (2016)

Widely Impaired White Matter Integrity and Altered Structural Brain Networks in Psychogenic Non-Epileptic Seizures
por: Sone, Daichi, et al.
Publicado: (2019)

Computer-assisted lateralization of unilateral temporal lobe epilepsy using Z-score parametric F-18 FDG PET images
por: Wong, Ching-yee Oliver, et al.
Publicado: (2007)

T1-weighted MRI-driven Brain Age Estimation in Alzheimer’s Disease and Parkinson’s Disease
por: Beheshti, Iman, et al.
Publicado: (2019)

Utility of Absolute Quantification in Non-lesional Extratemporal Lobe Epilepsy Using FDG PET/MR Imaging
por: Traub-Weidinger, Tatjana, et al.
Publicado: (2020)

Patch‐wise brain age longitudinal reliability
por: Beheshti, Iman, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_qlm82jhf5hum3b1ecbv49urpng