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Jeonghwan Gwak
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MRI-based brain tumor classification using ensemble of deep features and machine learning classifiers
J Kang, Z Ullah, J Gwak
Sensors 21 (6), 2222, 2021
4672021
Diagnosis of Alzheimer’s disease based on structural MRI images using a regularized extreme learning machine and PCA features
RK Lama, J Gwak, JS Park, SW Lee
Journal of healthcare engineering 2017 (1), 5485080, 2017
1562017
Ensemble of instance segmentation models for polyp segmentation in colonoscopy images
J Kang, J Gwak
IEEE Access 7, 26440-26447, 2019
1512019
Highly oxidation‐resistant and self‐healable MXene‐based hydrogels for wearable strain sensor
A Chae, G Murali, SY Lee, J Gwak, SJ Kim, YJ Jeong, H Kang, S Park, ...
Advanced Functional Materials 33 (24), 2213382, 2023
1302023
Multiple feature integration for classification of thoracic disease in chest radiography
TK Khanh Ho, J Gwak
Applied Sciences 9 (19), 4130, 2019
1082019
Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation
Z Ullah, M Usman, M Jeon, J Gwak
Information Sciences 608, 1541-1556, 2022
922022
Power aggregation operators and VIKOR methods for complex q-rung orthopair fuzzy sets and their applications
H Garg, J Gwak, T Mahmood, Z Ali
Mathematics 8 (4), 538, 2020
822020
A topical review on machine learning, software defined networking, internet of things applications: Research limitations and challenges
Imran, Z Ghaffar, A Alshahrani, M Fayaz, AM Alghamdi, J Gwak
Electronics 10 (8), 880, 2021
812021
Multiscale fusion of multimodal medical images using lifting scheme based biorthogonal wavelet transform
O Prakash, CM Park, A Khare, M Jeon, J Gwak
Optik 182, 995-1014, 2019
692019
Comprehensive survey of iot, machine learning, and blockchain for health care applications: A topical assessment for pandemic preparedness, challenges, and solutions
M Imran, U Zaman, Imran, J Imtiaz, M Fayaz, J Gwak
Electronics 10 (20), 2501, 2021
652021
Utilizing knowledge distillation in deep learning for classification of chest X-ray abnormalities
TKK Ho, J Gwak
IEEE access 8, 160749-160761, 2020
652020
Investigation of brain functional connectivity in patients with mild cognitive impairment: a functional near‐infrared spectroscopy (fNIRS) study
T Nguyen, M Kim, J Gwak, JJ Lee, KY Choi, KH Lee, JG Kim
Journal of Biophotonics 12 (9), e201800298, 2019
652019
Discrimination of mental workload levels from multi-channel fNIRS using deep leaning-based approaches
TKK Ho, J Gwak, CM Park, JI Song
IEEE Access 7, 24392-24403, 2019
622019
Ensemble of multi-task deep convolutional neural networks using transfer learning for fruit freshness classification
J Kang, J Gwak
Multimedia Tools and Applications 81 (16), 22355-22377, 2022
562022
Utilizing pretrained deep learning models for automated pulmonary tuberculosis detection using chest radiography
TKK Ho, J Gwak, O Prakash, JI Song, CM Park
Intelligent Information and Database Systems: 11th Asian Conference, ACIIDS …, 2019
552019
Densely attention mechanism based network for COVID-19 detection in chest X-rays
Z Ullah, M Usman, S Latif, J Gwak
Scientific Reports 13 (1), 261, 2023
472023
OneShotDA: Online multi-object tracker with one-shot-learning-based data association
K Yoon, J Gwak, YM Song, YC Yoon, MG Jeon
IEEE Access 8, 38060-38072, 2020
452020
MTSS-AAE: Multi-task semi-supervised adversarial autoencoding for COVID-19 detection based on chest X-ray images
Z Ullah, M Usman, J Gwak
Expert Systems with Applications 216, 119475, 2023
442023
A novel approached based on T-spherical fuzzy Schweizer-Sklar power Heronian mean operator for evaluating water reuse applications under uncertainty
Q Khan, J Gwak, M Shahzad, MK Alam
Sustainability 13 (13), 7108, 2021
432021
Analysis of networks and digital systems by using the novel technique based on complex fuzzy soft information
N Jan, J Gwak, J Pei, R Maqsood, A Nasir
IEEE Transactions on Consumer Electronics 69 (2), 183-193, 2022
392022
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