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 | 467 | 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 (1), 5485080, 2017 | 156 | 2017 |
Ensemble of instance segmentation models for polyp segmentation in colonoscopy images J Kang, J Gwak IEEE Access 7, 26440-26447, 2019 | 151 | 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 | 130 | 2023 |
Multiple feature integration for classification of thoracic disease in chest radiography TK Khanh Ho, J Gwak Applied Sciences 9 (19), 4130, 2019 | 108 | 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 | 92 | 2022 |
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 | 82 | 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 | 81 | 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 | 69 | 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 | 65 | 2021 |
Utilizing knowledge distillation in deep learning for classification of chest X-ray abnormalities TKK Ho, J Gwak IEEE access 8, 160749-160761, 2020 | 65 | 2020 |
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 | 65 | 2019 |
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 | 62 | 2019 |
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 | 56 | 2022 |
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 | 55 | 2019 |
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 | 47 | 2023 |
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 | 45 | 2020 |
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 | 44 | 2023 |
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 | 43 | 2021 |
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 | 39 | 2022 |