Selected publications, alongside my current research in AI and digital health at Marquette University.
2026 IEEE 50th Annual Computers, Software, and Applications Conference (COMPSAC) COMPSAC
A review of methods, systems, and applications connecting agentic AI with EEG-based brain–computer interfaces, covering SVM, k-NN, XGBoost, CNN, LSTM, Transformer, GNN, and reinforcement learning.
Read the paperEgyptian Informatics Journal, Volume 21, Issue 1, Pages 23–35 Journal
Hybrid PCA and t-statistics features for EEG emotion recognition on the SEED dataset, evaluated with SVM, ANN, LDA, and k-NN; best accuracy 86.57% with a subject-dependent ANN.
Read the paperExploring non-invasive physiological sensing from face and fingertip video, multimodal patient monitoring, and the relationships between neuro signals and physiological indicators.
View related projectsComputer vision, PPG, and remote biomarker estimation.
Multi-agent systems, research automation, and neuro-inspired model development.
EEG analysis, physiological signals, and machine learning.
