Explainable Vision Transformer with Self-Supervised Learning to Predict Alzheimer’s Disease Progression Using 18F-FDG PET

por Khatri, Uttam, Kwon, Goo-Rak
Publicado 2023

Pixel-Label-Based Segmentation of Cross-Sectional Brain MRI Using Simplified SegNet Architecture-Based CNN

por Khagi, Bijen, Kwon, Goo-Rak
Publicado 2018

An Efficient Combination among sMRI, CSF, Cognitive Score, and APOE ε4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine

por Khatri, Uttam, Kwon, Goo-Rak
Publicado 2020

Alzheimer’s Disease Diagnosis and Biomarker Analysis Using Resting-State Functional MRI Functional Brain Network With Multi-Measures Features and Hippocampal Subfield and Amygdala...

por Khatri, Uttam, Kwon, Goo-Rak
Publicado 2022

A novel scaled-gamma-tanh (SGT) activation function in 3D CNN applied for MRI classification

por Khagi, Bijen, Kwon, Goo-Rak
Publicado 2022

Resting-State Functional Connectivity Difference in Alzheimer’s Disease and Mild Cognitive Impairment Using Threshold-Free Cluster Enhancement

por Lama, Ramesh Kumar, Kwon, Goo-Rak
Publicado 2023

Diagnosis of Alzheimer’s Disease Using Brain Network

por Lama, Ramesh Kumar, Kwon, Goo-Rak
Publicado 2021

Diagnosis of Alzheimer's Disease Using Dual-Tree Complex Wavelet Transform, PCA, and Feed-Forward Neural Network

por Jha, Debesh, Kim, Ji-In, Kwon, Goo-Rak
Publicado 2017

Prediction and Classification of Alzheimer’s Disease Based on Combined Features From Apolipoprotein-E Genotype, Cerebrospinal Fluid, MR, and FDG-PET Imaging Biomarkers

por Gupta, Yubraj, Lama, Ramesh Kumar, Kwon, Goo-Rak
Publicado 2019

Twin SVM-Based Classification of Alzheimer's Disease Using Complex Dual-Tree Wavelet Principal Coefficients and LDA

por Alam, Saruar, Kwon, Goo-Rak, Kim, Ji-In, Park, Chun-Su
Publicado 2017

Pathological Brain Detection Using Weiner Filtering, 2D-Discrete Wavelet Transform, Probabilistic PCA, and Random Subspace Ensemble Classifier

por Jha, Debesh, Kim, Ji-In, Choi, Moo-Rak, Kwon, Goo-Rak
Publicado 2017

Classification and Graphical Analysis of Alzheimer’s Disease and Its Prodromal Stage Using Multimodal Features From Structural, Diffusion, and Functional Neuroimaging Data and the...

por Gupta, Yubraj, Kim, Ji-In, Kim, Byeong Chae, Kwon, Goo-Rak
Publicado 2020

Segmentation of Planar Surfaces from Laser Scanning Data Using the Magnitude of Normal Position Vector for Adaptive Neighborhoods

por Kim, Changjae, Habib, Ayman, Pyeon, Muwook, Kwon, Goo-rak, Jung, Jaehoon, Heo, Joon
Publicado 2016

Alzheimer's Disease Diagnosis Based on Cortical and Subcortical Features

por Gupta, Yubraj, Lee, Kun Ho, Choi, Kyu Yeong, Lee, Jang Jae, Kim, Byeong Chae, Kwon, Goo-Rak
Publicado 2019

Early diagnosis of Alzheimer’s disease using combined features from voxel-based morphometry and cortical, subcortical, and hippocampus regions of MRI T1 brain images

por Gupta, Yubraj, Lee, Kun Ho, Choi, Kyu Yeong, Lee, Jang Jae, Kim, Byeong Chae, Kwon, Goo Rak
Publicado 2019

Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Cortical and Subcortical Features from MRI T1 Brain Images Utilizing Four Different Types of Datasets

por Toshkhujaev, Saidjalol, Lee, Kun Ho, Choi, Kyu Yeong, Lee, Jang Jae, Kwon, Goo-Rak, Gupta, Yubraj, Lama, Ramesh Kumar
Publicado 2020