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Jeonghwan Gwak
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Year
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
3502021
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, 2017
1482017
Ensemble of instance segmentation models for polyp segmentation in colonoscopy images
J Kang, J Gwak
IEEE Access 7, 26440-26447, 2019
1332019
Multiple feature integration for classification of thoracic disease in chest radiography
TK Khanh Ho, J Gwak
Applied Sciences 9 (19), 4130, 2019
942019
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
772020
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
662021
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
622019
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
572023
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
562019
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
542022
Utilizing knowledge distillation in deep learning for classification of chest X-ray abnormalities
TKK Ho, J Gwak
IEEE Access 8, 160749-160761, 2020
532020
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
492019
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
482019
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
462021
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
442020
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
412022
Anomalous event recognition in videos based on joint learning of motion and appearance with multiple ranking measures
S Dubey, A Boragule, J Gwak, M Jeon
Applied Sciences 11 (3), 1344, 2021
332021
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
312021
Counteracting selfish nodes using reputation based system in mobile ad hoc networks
M Fayaz, G Mehmood, A Khan, S Abbas, M Fayaz, J Gwak
Electronics 11 (2), 185, 2022
292022
Bayesian learning based negotiation agents for supporting negotiation with incomplete information
J Gwak, KM Sim
World Congress on Engineering 2012. July 4-6, 2012. London, UK. 2188, 163-168, 2010
272010
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Articles 1–20