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)

Emotional Climate Recognition in Conversations using Peers' Speech-based Bispectral Features and Affect Dynamics. - Ghada Alhussein; Mohanad Alkhodari; Charalampos Lamprou; Ioannis Ziogas; Efstratia Ganiti-Roumeliotou; Ahsan Khandoker; 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)

Dynamic Monitoring of Probiotics Effect in Parkinson's Disease Patients via Swarm Decomposition and Bispectral Analysis of Electrogastrograms. - Ioannis Ziogas; Valentina Leta; Charalampos Lamprou; Dhaval Trivedi; Pavlos Zinzalias; Juliet Staunton; Per Odin; Kallol Ray Chaudhuri; Vasileios S. Charisis; Stelios Hadjidimitriou; Thanos Stouraitis; Leontios J. Hadjileontiadis (EMBC, 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)

Bispectral Analysis of Parkinsonian Rest Tremor: New Characterization and Classification Insights Pre-/Post-DBS and Medication Treatment. - Ioannis Ziogas; Charalampos Lamprou; Leontios J. Hadjileontiadis (IEEE Access, 2023)

Multivariate Variational Mode Decomposition Improves Dynamic Causal Modeling for FMRI Data. - Charalampos Lamprou; Aamna Alshehhi; Leontios J. Hadjileontiadis; Mohamed L. Seghier (ISBI, 2024)

Noise-Assisted Multivariate Variational Mode Decomposition on fMRI Data for Phase Synchronization Analysis. - Charalampos Lamprou; Leontios J. Hadjileontiadis; Mohamed L. Seghier (ISBI, 2024)

StethoNet: Robust Breast Cancer Mammography Classification Framework. - Charalampos Lamprou; Kyriaki Katsikari; Noora Rahmani; Leontios J. Hadjileontiadis; Mohamed L. Seghier; Aamna Alshehhi (IEEE Access, 2024)

Improved Brain Disorder Classification in RS-FMRI via Inter-Individual Variability Characterization: A Self-Supervised Learning Approach. - Charalampos Lamprou; Leontios J. Hadjileontiadis; Aamna Al Shehhi; Mohamed L. Seghier (ISBI, 2025)

Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics. - Ghada Alhussein; Mohanad Alkhodari; Ioannis Ziogas; Charalampos Lamprou; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (Comput. Methods Programs Biomed., 2025)

Robust fMRI time-varying functional connectivity analysis using multivariate swarm decomposition. - Charalampos Lamprou; Georgios Apostolidis; Aamna Alshehhi; Leontios J. Hadjileontiadis; Mohamed L. Seghier (Neurocomputing, 2025)