Random Forest and Attention-Based Networks in Quantifying Neurological Recovery. - Mostafa Moussa; Hessa Alfalahi; Mohanad Alkhodari; Leontios J. Hadjileontiadis; Ahsan Khandoker (CinC, 2023)

Parkinsonian Tremor Detection with Compact Convolutional Transformer from Bispectrum Representation of tri-Axial Accelerometer Signals. - Hessa Alfalahi; Aamna Al Shehhi; Charalampos Lamprou; Ioannis Ziogas; Efstratia Ganiti-Roumeliotou; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (EMBC, 2023)

Depressive Disorder Remote Detection through Touchscreen Typing Behaviour. - Ruba Ali Fadul; Hessa Alfalahi; Aamna Al Shehhi; Leontios J. Hadjileontiadis (EMBC, 2023)

Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value. - Efstratia Ganiti-Roumeliotou; Ioannis Ziogas; Charalampos Lamprou; Ghada Alhussein; Hessa Alfalahi; Aamna Al Shehhi; Sofia B. Dias; Herbert F. Jelinek; Thanos Stouraitis; Leontios J. Hadjileontiadis (EMBC, 2023)

Cochlear Decomposition: A Novel Bio-Inspired Multiscale Analysis Framework. - Hessa Alfalahi; Ahsan Khandoker; Ghada Alhussein; Leontios J. Hadjileontiadis (ICASSP, 2023)

Deep Bispectral Image Analysis for Imu-Based Parkinsonian Tremor Detection. - Charalampos Lamprou; Ioannis Ziogas; Efstratia Ganiti-Roumeliotou; Hessa Alfalahi; Ghada Alhussein; Aamna Alshehhi; Leontios J. Hadjileontiadis (ISBI, 2023)

Spiral Shape Matters: Novel Bio-Inspired Cochlear Cepstrum. - Hessa Alfalahi; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (ICASSP, 2024)

Cochceps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-Based Masking for Speech Emotion Recognition. - Ioannis Ziogas; Hessa Alfalahi; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (ICASSP Workshops, 2024)

Deep bispectral Image Analysis for speech-based Conversational Emotional Climate Recognition. - Ghada Alhussein; Mohanad Alkhodari; Hessa Alfalahi; Aamna Alshehhi; Leontios J. Hadjileontiadis (PETRA, 2024)