Illia Krasnoshchok

According to our database, Illia Krasnoshchok authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

From Sprint to Recovery: LSTM-Powered Heart Rate Recovery Forecasting in HIIT Sessions.

Illia Fedorin, Anastasiia Smielova, Margaryta Nastenko, Illia Krasnoshchok

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Forecasting of breathing events during nocturnal sleep using encoder-decoder recurrent neural network based on a sensors data of consumer smartwatches.

Illia Fedorin, Anastasiia Smielova, Margaryta Nastenko, Illia Krasnoshchok

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Neural network based algorithm for a spectrogram classification of wrist-type PPG using high-order harmonics processing.

Illia Fedorin, Vitalii Pohribnyi, Denys Sverdlov, Illia Krasnoshchok

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Lightweight neural network based model for real-time precise HR monitoring during high intensity workout using consumer smartwatches.

Illia Fedorin, Vitalii Pohribnyi, Denys Sverdlov, Illia Krasnoshchok

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022