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 (EMBC, 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 (EMBC, 2022)

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 (EMBC, 2023)

From Sprint to Recovery: LSTM-Powered Heart Rate Recovery Forecasting in HIIT Sessions. - Illia Fedorin; Anastasiia Smielova; Margaryta Nastenko; Illia Krasnoshchok (EMBC, 2024)