| Deep learning with lung segmentation and bone shadow exclusion techniques for chest X-ray analysis of lung cancer Y Gordienko, P Gang, J Hui, W Zeng, Y Kochura, O Alienin, O Rokovyi, ... Advances in Computer Science for Engineering and Education 13, 638-647, 2019 | 268 | 2019 |
| Chest X-ray analysis of tuberculosis by deep learning with segmentation and augmentation S Stirenko, Y Kochura, O Alienin, O Rokovyi, Y Gordienko, P Gang, ... 2018 IEEE 38th International Conference on Electronics and Nanotechnology …, 2018 | 156 | 2018 |
| Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer P Gang, W Zhen, W Zeng, Y Gordienko, Y Kochura, O Alienin, O Rokovyi, ... 2018 tenth international conference on advanced computational intelligence …, 2018 | 72 | 2018 |
| Batch size influence on performance of graphic and tensor processing units during training and inference phases Y Kochura, Y Gordienko, V Taran, N Gordienko, A Rokovyi, O Alienin, ... Advances in Computer Science for Engineering and Education II, 658-668, 2020 | 50 | 2020 |
| “Last mile” optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures Y Gordienko, Y Kochura, V Taran, N Gordienko, O Rokovyi, O Alienin, ... Advances in computers 122, 303-341, 2021 | 32 | 2021 |
| Scaling analysis of specialized tensor processing architectures for deep learning models Y Gordienko, Y Kochura, V Taran, N Gordienko, A Rokovyi, O Alienin, ... Deep learning: Concepts and architectures, 65-99, 2020 | 28 | 2020 |
| Impact of ground truth annotation quality on performance of semantic image segmentation of traffic conditions V Taran, Y Gordienko, A Rokovyi, O Alienin, S Stirenko Advances in Computer Science for Engineering and Education II, 183-193, 2020 | 23 | 2020 |
| Effect of data augmentation and lung mask segmentation for automated chest radiograph interpretation of some lung diseases P Gang, W Zeng, Y Gordienko, Y Kochura, O Alienin, O Rokovyi, ... International conference on neural information processing, 333-340, 2019 | 16 | 2019 |
| Performance evaluation of deep learning networks for semantic segmentation of traffic stereo-pair images V Taran, N Gordienko, Y Kochura, Y Gordienko, A Rokovyi, O Alienin, ... Proceedings of the 19th international conference on computer systems and …, 2018 | 16 | 2018 |
| Satellite image segmentation using deep learning for deforestation detection P Vorotyntsev, Y Gordienko, O Alienin, O Rokovyi, S Stirenko 2021 IEEE 3rd ukraine conference on electrical and computer engineering …, 2021 | 14 | 2021 |
| Deep learning for melanoma detection with testing time data augmentation V Doms, Y Gordienko, Y Kochura, O Rokovyi, O Alienin, S Stirenko Advances in Artificial Systems for Logistics Engineering, 131-140, 2021 | 11 | 2021 |
| Edge intelligence for medical applications under field conditions V Taran, Y Gordienko, O Rokovyi, O Alienin, Y Kochura, S Stirenko The International Conference on Artificial Intelligence and Logistics …, 2022 | 10 | 2022 |
| Hybrid classic-quantum neural networks for image classification Y Trochun, S Stirenko, O Rokovyi, O Alienin, E Pavlov, Y Gordienko 2021 11th IEEE International Conference on Intelligent Data Acquisition and …, 2021 | 9 | 2021 |
| Deep learning for grasp-and-lift movement forecasting based on electroencephalography by brain-computer interface Y Gordienko, K Kostiukevych, N Gordienko, O Rokovyi, O Alienin, ... Advances in Artificial Systems for Logistics Engineering, 3-12, 2021 | 8 | 2021 |
| Artificial intelligence platform for distant computer-aided detection (cade) and computer-aided diagnosis (cadx) of human diseases O Alienin, O Rokovyi, Y Gordienko, Y Kochura, V Taran, S Stirenko The International Conference on Artificial Intelligence and Logistics …, 2022 | 7 | 2022 |
| Prediction of physical load level by machine learning analysis of heart activity after exercises P Gang, W Zeng, Y Gordienko, O Rokovyi, O Alienin, S Stirenko 2019 IEEE symposium series on computational intelligence (SSCI), 557-562, 2019 | 7 | 2019 |
| Convolutional and recurrent neural networks for physical action forecasting by brain-computer interface K Kostiukevych, S Stirenko, N Gordienko, O Rokovyi, O Alienin, ... 2021 11th IEEE International Conference on Intelligent Data Acquisition and …, 2021 | 6 | 2021 |
| Open source dataset and machine learning techniques for automatic recognition of historical graffiti N Gordienko, P Gang, Y Gordienko, W Zeng, O Alienin, O Rokovyi, ... Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 6 | 2018 |
| Deep learning with noise data augmentation and detrended fluctuation analysis for physical action classification by brain-computer interface Y Gordienko, K Kostiukevych, N Gordienko, O Rokovyi, O Alienin, ... 2021 8th International Conference on Soft Computing & Machine Intelligence …, 2021 | 5 | 2021 |
| Parallel statistical and machine learning methods for estimation of physical load S Stirenko, P Gang, W Zeng, Y Gordienko, O Alienin, O Rokovyi, ... Algorithms and Architectures for Parallel Processing: 18th International …, 2018 | 5 | 2018 |
