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

by Khagi, Bijen, Kwon, Goo-Rak
Published in J Healthc Eng (2018)

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

by Khatri, Uttam, Kwon, Goo-Rak
Published in Comput Intell Neurosci (2020)

Diagnosis of Alzheimer’s Disease Using Brain Network

by Lama, Ramesh Kumar, Kwon, Goo-Rak
Published in Front Neurosci (2021)

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

by Jha, Debesh, Kim, Ji-In, Kwon, Goo-Rak
Published in J Healthc Eng (2017)

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

by Gupta, Yubraj, Lama, Ramesh Kumar, Kwon, Goo-Rak
Published in Front Comput Neurosci (2019)

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

by Alam, Saruar, Kwon, Goo-Rak, Kim, Ji-In, Park, Chun-Su
Published in J Healthc Eng (2017)

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

by Jha, Debesh, Kim, Ji-In, Choi, Moo-Rak, Kwon, Goo-Rak
Published in Comput Intell Neurosci (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...

by Gupta, Yubraj, Kim, Ji-In, Kim, Byeong Chae, Kwon, Goo-Rak
Published in Front Aging Neurosci (2020)

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

by Kim, Changjae, Habib, Ayman, Pyeon, Muwook, Kwon, Goo-rak, Jung, Jaehoon, Heo, Joon
Published in Sensors (Basel) (2016)

Alzheimer's Disease Diagnosis Based on Cortical and Subcortical Features

by Gupta, Yubraj, Lee, Kun Ho, Choi, Kyu Yeong, Lee, Jang Jae, Kim, Byeong Chae, Kwon, Goo-Rak
Published in J Healthc Eng (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

by Gupta, Yubraj, Lee, Kun Ho, Choi, Kyu Yeong, Lee, Jang Jae, Kim, Byeong Chae, Kwon, Goo Rak
Published in PLoS One (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

by Toshkhujaev, Saidjalol, Lee, Kun Ho, Choi, Kyu Yeong, Lee, Jang Jae, Kwon, Goo-Rak, Gupta, Yubraj, Lama, Ramesh Kumar
Published in J Healthc Eng (2020)