Cargando…

Automated Classification to Predict the Progression of Alzheimer's Disease Using Whole-Brain Volumetry and DTI

OBJECTIVE: This study proposes an automated diagnostic method to classify patients with Alzheimer's disease (AD) of degenerative etiology using magnetic resonance imaging (MRI) markers. METHODS: Twenty-seven patients with subjective memory impairment (SMI), 18 patients with mild cognitive impai...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jung, Won Beom, Lee, Young Min, Kim, Young Hoon, Mun, Chi-Woong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Korean Neuropsychiatric Association 2015
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4310927/ https://www.ncbi.nlm.nih.gov/pubmed/25670951 http://dx.doi.org/10.4306/pi.2015.12.1.92

Ejemplares similares

DTI and MR Volumetry of Hippocampus-PC/PCC Circuit: In Search of Early Micro- and Macrostructural Signs of Alzheimers's Disease
por: Palesi, F., et al.
Publicado: (2012)

Combination of automated brain volumetry on MRI and quantitative tau deposition on THK-5351 PET to support diagnosis of Alzheimer’s disease
por: Kim, Minjae, et al.
Publicado: (2021)

Progressive disease in glioblastoma: Benefits and limitations of semi-automated volumetry
por: Huber, Thomas, et al.
Publicado: (2017)

Whole‐brain DTI parameters associated with tau protein and hippocampal volume in Alzheimer's disease
por: Magalhães, Thamires Naela Cardoso, et al.
Publicado: (2023)

Potential influence of automated volumetry on treatment response classifications in lung cancer lesions
por: Akbari, Kaveh, et al.
Publicado: (2014)

Inter-scanner reproducibility of brain volumetry: influence of automated brain segmentation software
por: Liu, Sirui, et al.
Publicado: (2020)

Measurement of Precuneal and Hippocampal Volumes Using Magnetic Resonance Volumetry in Alzheimer's Disease
por: Ryu, Seon-Young, et al.
Publicado: (2010)

Automated MRI volumetry as a diagnostic tool for Alzheimer's disease: Validation of icobrain dm
por: Struyfs, Hanne, et al.
Publicado: (2020)

Support Vector Machine Classification of Obsessive-Compulsive Disorder Based on Whole-Brain Volumetry and Diffusion Tensor Imaging
por: Zhou, Cong, et al.
Publicado: (2018)

Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data
por: Dyrba, Martin, et al.
Publicado: (2013)

Inter- and Intra-Scanner Variability of Automated Brain Volumetry on Three Magnetic Resonance Imaging Systems in Alzheimer’s Disease and Controls
por: Wittens, Mandy Melissa Jane, et al.
Publicado: (2021)

Manual Planimetry of the Medial Temporal Lobe Versus Automated Volumetry of the Hippocampus in the Diagnosis of Alzheimer's Disease
por: Menéndez González, Manuel, et al.
Publicado: (2016)

The correlation between preoperative volumetry and real graft weight: comparison of two volumetry programs
por: Mussin, Nadiar, et al.
Publicado: (2017)

Automated pancreas segmentation and volumetry using deep neural network on computed tomography
por: Lim, Sang-Heon, et al.
Publicado: (2022)

Applicability of Automated Brain Volumetry in South Korean Population: Need for Population-Based Database
Publicado: (2023)

Science to Practice: Translating Automated Brain MRI Volumetry in Alzheimer’s Disease from Research to Routine Diagnostic Use in the Work-Up of Dementia
por: Rathakrishnan, Bharath Gopal, et al.
Publicado: (2014)

Structural Brain Abnormalities in Juvenile Myoclonic Epilepsy Patients: Volumetry and Voxel-Based Morphometry
por: Tae, Woo Suk, et al.
Publicado: (2006)

4252 Automated Fetal Brain Volumetry on Clinical Fetal MRI Using Convolutional Neural Network
por: Tran, Carol, et al.
Publicado: (2020)

Early Detection of Alzheimer’s Disease in Postmenopausal Women Using Thalamic Subnuclear Volumetry
por: Kim, Gwang-Won, et al.
Publicado: (2023)

Diagnostic Performance of Automated MRI Volumetry by icobrain dm for Alzheimer’s Disease in a Clinical Setting: A REMEMBER Study
por: Wittens, Mandy Melissa Jane, et al.
Publicado: (2021)

BOUNTI: Brain vOlumetry and aUtomated parcellatioN for 3D feTal MRI
por: Uus, Alena U., et al.
Publicado: (2023)

volBrain: An Online MRI Brain Volumetry System
por: Manjón, José V., et al.
Publicado: (2016)

The Correlation Between White Matter Hyperintensity Burden and Regional Brain Volumetry in Patients With Alzheimer's Disease
por: Cao, Zhiyu, et al.
Publicado: (2022)

Correlation of CT perfusion and CT volumetry in patients with Alzheimer’s disease
por: Czarnecka, Anna, et al.
Publicado: (2010)

MRI-Based Volumetry Correlates of Autobiographical Memory in Alzheimer's Disease
por: Philippi, Nathalie, et al.
Publicado: (2012)

Clinically Available Software for Automatic Brain Volumetry: Comparisons of Volume Measurements and Validation of Intermethod Reliability
por: Lee, Ji Young, et al.
Publicado: (2021)

Anatomical Basis for “Superficial Flow Volumetry” and “Deep Support Volumetry”
por: Kim, Seong Kee, et al.
Publicado: (2016)

Quantitative MRI evaluation of gastric motility in patients with Parkinson’s disease: Correlation of dyspeptic symptoms with volumetry and motility indices
por: Cho, Jungheum, et al.
Publicado: (2019)

The ionic DTI model (iDTI) of dynamic diffusion tensor imaging (dDTI)
por: Makris, Nikos, et al.
Publicado: (2014)

Deep 3D attention CLSTM U-Net based automated liver segmentation and volumetry for the liver transplantation in abdominal CT volumes
por: Jeong, Jin Gyo, et al.
Publicado: (2022)

Whole heart DTI using asymmetric bipolar diffusion gradients
por: Froeling, Martijn, et al.
Publicado: (2015)

Structural covariance in subcortical stroke patients measured by automated MRI-based volumetry
por: Wang, Caihong, et al.
Publicado: (2019)

Multimodal hippocampal and amygdala subfield volumetry in polygenic risk for Alzheimer's disease
por: Murray, Amy N., et al.
Publicado: (2021)

Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease
por: Mayo, Chantel D., et al.
Publicado: (2019)

Intracranial compliance and volumetry in patients with traumatic brain injury
por: Link, Caroline, et al.
Publicado: (2023)

Characterizing patterns of DTI variance in aging brains
por: Gao, Chenyu, et al.
Publicado: (2023)

Evaluation of Reproducibility of Brain Volumetry between Commercial Software, Inbrain and Established Research Purpose Method, FreeSurfer
por: Lee, Jungbin, et al.
Publicado: (2021)

AutoDTI++: deep unsupervised learning for DTI prediction by autoencoders
por: Sajadi, Seyedeh Zahra, et al.
Publicado: (2021)

Automated MRI-based volumetry of basal ganglia and thalamus at the chronic phase of cortical stroke
por: Baudat, Cindy, et al.
Publicado: (2020)

Automated major psoas muscle volumetry in computed tomography using machine learning algorithms
por: Duong, Felix, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_jeh971vgoll65fjlmspg8iiepv