Automatic Sleep Stage Classification by CNN-Transformer-LSTM using single-channel EEG signal. - Duc Thien Pham; Roman Moucek (BIBM, 2023)

Sleep Apnea Detection from Single-Lead ECG Signal Using Hybrid Deep CNN. - Duc Thien Pham; Roman Moucek (BI (1), 2024)

Automatic Motor Imagery Classification by CNN-Transformer-LSTM Using Multi-Channel EEG Signals. - Duc Thien Pham; Roman Moucek (ECAI, 2024)

Design of BCI-Based Exoskeleton System for Knee Rehabilitation. - Maryam Khoshkhooy Titkanlou; Duc Thien Pham; Roman Moucek (ICT4AWE, 2024)

Near-lossless EEG signal compression using a convolutional autoencoder: Case study for 256-channel binocular rivalry dataset. - Martin Kukrál; Duc Thien Pham; Josef Kohout; Stefan Kohek; Marek Havlík; Dominika Grygarová (Comput. Biol. Medicine, 2025)

Efficient sleep apnea detection using single-lead ECG: A CNN-Transformer-LSTM approach. - Duc Thien Pham; Roman Moucek (Comput. Biol. Medicine, 2025)