Heart rate trend forecasting during high-intensity interval training using consumer wearable devices. - Illia Fedorin; Kostyantyn Slyusarenko; Vitalii Pohribnyi; JongSeok Yoon; Gunguk Park; Hyunsu Kim (MobiCom, 2021)

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)