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Îëåêñàíäð Ðîêîâèé / Oleksandr Rokovyi / Àëåêñàíäð Ðîêîâîé
Îëåêñàíäð Ðîêîâèé / Oleksandr Rokovyi / Àëåêñàíäð Ðîêîâîé
Verified email at comsys.kpi.ua - Homepage
Title
Cited by
Cited by
Year
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
2462019
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
1452018
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
712018
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
452020
“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
302021
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
262020
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
212020
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
152019
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
152018
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
112022
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
112021
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
92021
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
82021
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
72022
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
72019
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
62021
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
62018
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
52018
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
42021
Ensemble Knowledge Distillation for Edge Intelligence in Medical Applications
Y Gordienko, M Shulha, Y Kochura, O Rokovyi, O Alienin, V Taran, ...
Advancements in Knowledge Distillation: Towards New Horizons of Intelligent …, 2023
32023
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