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Works (27)

Alzheimer’s Disease and Mild Cognitive Impairment Detection Using sMRI With Efficient Receptive Field and Enhanced Multi-Axis Attention Fusion

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3430325
Contributors: Uttam Khatri; Jun-Hyung Kim; Goo-Rak Kwon
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Crossref

Unsupervised Visual Anomaly Detection Using Self-Supervised Pre-Trained Transformer

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3454753
Contributors: Jun-Hyung Kim; Goo-Rak Kwon
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Crossref

Diagnosis of Alzheimer's disease via optimized lightweight convolution-attention and structural MRI

Computers in Biology and Medicine
2024-03 | Journal article
DOI: 10.1016/j.compbiomed.2024.108116
Contributors: Uttam Khatri; Goo-Rak Kwon
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Crossref

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

Bioengineering
2023-10-20 | Journal article
DOI: 10.3390/bioengineering10101225
Contributors: Uttam Khatri; Goo-Rak Kwon
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Resting-State Functional Connectivity Difference in Alzheimer’s Disease and Mild Cognitive Impairment Using Threshold-Free Cluster Enhancement

Diagnostics
2023-09-28 | Journal article
DOI: 10.3390/diagnostics13193074
Contributors: Ramesh Kumar Lama; Goo-Rak Kwon
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Crossref
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Genetics Information with Functional Brain Networks for Dementia Classification

Mathematics
2023-03-21 | Journal article
DOI: 10.3390/math11061529
Contributors: Uttam Khatri; Ji-In Kim; Goo-Rak Kwon
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Crossref

Automated Detection of Alzheimer’s Disease and Mild Cognitive Impairment Using Whole Brain MRI

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3180073
Contributors: Fazal Ur Rehman Faisal; Goo-Rak Kwon
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Crossref

Dissimilarity Corrective Generative Adversarial Network for Brain Image Segmentation

Applied Sciences
2022-12-16 | Journal article
DOI: 10.3390/app122412944
Contributors: Rukesh Prajapati; Goo-Rak Kwon
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SIP-UNet: Sequential Inputs Parallel UNet Architecture for Segmentation of Brain Tissues from Magnetic Resonance Images

Mathematics
2022-08-03 | Journal article
DOI: 10.3390/math10152755
Contributors: Rukesh Prajapati; Goo-Rak Kwon
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Classification of Alzheimer’s Disease Based on Core-Large Scale Brain Network Using Multilayer Extreme Learning Machine

Mathematics
2022-06 | Journal article | Author
DOI: 10.3390/math10121967
Contributors: Ramesh Kumar Lama; Ji-In Kim; Goo-Rak Kwon
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Multidisciplinary Digital Publishing Institute
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Classification of Alzheimer’s Disease and Mild-Cognitive Impairment Base on High-Order Dynamic Functional Connectivity at Different Frequency Band

Mathematics
2022-03 | Journal article | Author
DOI: 10.3390/math10050805
Contributors: Uttam Khatri; Goo-Rak Kwon
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Multidisciplinary Digital Publishing Institute
grade
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Convolutional Neural Network-Based Natural Image and MRI Classification Using Gaussian Activated Parametric (GAP) Layer

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3093455
Contributors: Bijen Khagi; Goo Rak Kwon
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Crossref

VBM-Based Alzheimer’s Disease Detection from the Region of Interest of T1 MRI with Supportive Gaussian Smoothing and a Bayesian Regularized Neural Network

Applied Sciences
2021-07 | Journal article | Author
DOI: 10.3390/app11136175
Contributors: Bijen Khagi; KUN HO LEE; Kyu Yeong Choi; Jang Jae Lee; Goo-Rak Kwon; Hee-Deok Yang
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Multidisciplinary Digital Publishing Institute
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Implementation of QR Code Recognition Technology Using Smartphone Camera for Indoor Positioning

Energies
2021-05-11 | Journal article
DOI: 10.3390/en14102759
Contributors: Ji-In Kim; Hui-Seon Gang; Jae-Young Pyun; Goo-Rak Kwon
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An MRI brain disease classification system using PDFB-CT and GLCM with kernel-SVM for medical decision support

Multimedia Tools and Applications
2020-11 | Journal article
DOI: 10.1007/s11042-020-09676-x
Contributors: Yubraj Gupta; Ramesh Kumar Lama; Sang-Woong Lee; Goo-Rak Kwon
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Crossref

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

Journal of Healthcare Engineering
2020-09-01 | Journal article
DOI: 10.1155/2020/3743171
Contributors: Saidjalol Toshkhujaev; Kun Ho Lee; Kyu Yeong Choi; Jang Jae Lee; Goo-Rak Kwon; Yubraj Gupta; Ramesh Kumar Lama; Belayat Hossain
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Crossref

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

Computational Intelligence and Neuroscience
2020-06-04 | Journal article
DOI: 10.1155/2020/8015156
Contributors: Uttam Khatri; Goo-Rak Kwon
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Crossref

Comparative analysis of Alzheimer's disease classification by CDR level using CNN, feature selection, and machine‐learning techniques

International Journal of Imaging Systems and Technology
2019-09 | Journal article
DOI: 10.1002/ima.22316
Contributors: Bijen Khagi; Goo‐Rak Kwon; Ramesh Lama
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Crossref

Cover Image

International Journal of Imaging Systems and Technology
2019-09 | Journal article
DOI: 10.1002/ima.22362
Contributors: Bijen Khagi; Goo‐Rak Kwon; Ramesh Lama
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Crossref

Double random phase encoding with a Poisson-multinomial distribution for efficient colorful image authentication

Multimedia Tools and Applications
2019-06 | Journal article
DOI: 10.1007/s11042-018-6844-1
Contributors: Lata Ayesha Akter; Inkyu Moon; Goo-Rak Kwon
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Crossref

Alzheimer’s Disease Diagnosis Based on Cortical and Subcortical Features

Journal of Healthcare Engineering
2019-03-03 | Journal article
DOI: 10.1155/2019/2492719
Contributors: Yubraj Gupta; Kun Ho Lee; Kyu Yeong Choi; Jang Jae Lee; Byeong Chae Kim; Goo-Rak Kwon
Source: check_circle
Crossref

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

Journal of Healthcare Engineering
2018-10-28 | Journal article
DOI: 10.1155/2018/3640705
Contributors: Bijen Khagi; Goo-Rak Kwon
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Crossref

Color image interpolation in the DCT domain using a wavelet-based differential value

Multimedia Tools and Applications
2018-08 | Journal article
DOI: 10.1007/s11042-018-5616-2
Contributors: Moo-Rak Choi; Sung-Jea Ko; Goo-Rak Kwon; Ramesh Kumar Lama
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Crossref

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

Journal of Healthcare Engineering
2017 | Journal article
DOI: 10.1155/2017/9060124
Contributors: Debesh Jha; Ji-In Kim; Goo-Rak Kwon
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Crossref

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

Computational Intelligence and Neuroscience
2017 | Journal article
DOI: 10.1155/2017/4205141
Contributors: Debesh Jha; Ji-In Kim; Moo-Rak Choi; Goo-Rak Kwon
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Crossref

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

Journal of Healthcare Engineering
2017 | Journal article
DOI: 10.1155/2017/8750506
Contributors: Saruar Alam; Goo-Rak Kwon; Ji-In Kim; Chun-Su Park
Source: check_circle
Crossref

Alzheimer disease classification using KPCA, LDA, and multi‐kernel learning SVM

International Journal of Imaging Systems and Technology
2017-06 | Journal article
DOI: 10.1002/ima.22217
Contributors: Saruar Alam; Goo‐Rak Kwon
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Crossref

Peer review (37 reviews for 6 publications/grants)

Review activity for Artificial intelligence in medicine. (1)
Review activity for Computer methods and programs in biomedicine. (1)
Review activity for EClinicalMedicine. (1)
Review activity for Multimedia tools and applications. (32)
Review activity for Neural computing & applications. (1)
Review activity for Transactions on electrical and electronic materials (1)
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