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Sergii Stirenko, Ñåðã³é Ñò³ðåíêî, Ñò³ðåíêî Ñ.Ã., Ñåðãåé Ñòèðåíêî
Sergii Stirenko, Ñåðã³é Ñò³ðåíêî, Ñò³ðåíêî Ñ.Ã., Ñåðãåé Ñòèðåíêî
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
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
User-driven intelligent interface on the basis of multimodal augmented reality and brain-computer interaction for people with functional disabilities
P Gang, J Hui, S Stirenko, Y Gordienko, T Shemsedinov, O Alienin, ...
Advances in Information and Communication Networks: Proceedings of the 2018 …, 2019
482019
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
Augmented coaching ecosystem for non-obtrusive adaptive personalized elderly care on the basis of cloud-fog-dew computing paradigm
Y Gordienko, S Stirenko, O Alienin, K Skala, Z Sojat, A Rojbi, JRL Benito, ...
2017 40th International Convention on Information and Communication …, 2017
392017
Performance analysis of open source machine learning frameworks for various parameters in single-threaded and multi-threaded modes
Y Kochura, S Stirenko, O Alienin, M Novotarskiy, Y Gordienko
Advances in Intelligent Systems and Computing II: Selected Papers from the …, 2018
372018
Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes
Y Kochura, S Stirenko, O Alienin, M Novotarskiy, Y Gordienko
2017 12th international scientific and technical conference on computer …, 2017
312017
“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
Deep learning for fatigue estimation on the basis of multimodal human-machine interactions
Y Gordienko, S Stirenko, Y Kochura, O Alienin, M Novotarskiy, ...
arXiv preprint arXiv:1801.06048, 2017
282017
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
Performance evaluation of distributed computing environments with Hadoop and Spark frameworks
V Taran, O Alienin, S Stirenko, Y Gordienko, A Rojbi
2017 IEEE International Young Scientists Forum on Applied Physics and …, 2017
242017
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
Comparative performance analysis of neural networks architectures on H2O platform for various activation functions
Y Kochura, S Stirenko, Y Gordienko
2017 IEEE International Young Scientists Forum on Applied Physics and …, 2017
182017
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
Integrated tools for molecular dynamics simulation data analysis in the MolDynGrid virtual laboratory
OV Savytskyi, IA Sliusar, SO Yesylevskyy, SG Stirenko, AI Kornelyuk
Proceedings of the 6th IEEE International Conference on Intelligent Data …, 2011
152011
IMP science gateway: from the portal to the hub of virtual experimental labs in e‐science and multiscale courses in e‐learning
Y Gordienko, L Bekenov, O Baskova, O Gatsenko, E Zasimchuk, ...
Concurrency and Computation: Practice and Experience 27 (16), 4451-4464, 2015
132015
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
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