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 | 343 | 2021 |
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 | 148 | 2017 |
Ensemble of instance segmentation models for polyp segmentation in colonoscopy images J Kang, J Gwak IEEE Access 7, 26440-26447, 2019 | 132 | 2019 |
Multiple feature integration for classification of thoracic disease in chest radiography TK Khanh Ho, J Gwak Applied Sciences 9 (19), 4130, 2019 | 91 | 2019 |
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 | 76 | 2020 |
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 | 66 | 2021 |
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 | 62 | 2019 |
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 | 56 | 2023 |
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 | 56 | 2019 |
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 | 52 | 2022 |
Utilizing knowledge distillation in deep learning for classification of chest X-ray abnormalities TKK Ho, J Gwak IEEE Access 8, 160749-160761, 2020 | 51 | 2020 |
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 | 49 | 2019 |
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 | 48 | 2019 |
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 | 46 | 2021 |
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 | 44 | 2020 |
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 | 40 | 2022 |
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 | 33 | 2021 |
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 | 31 | 2021 |
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 | 29 | 2022 |
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 | 27 | 2010 |