EEG-Based Depression Detection: A Temporal Domain Feature-Centric Machine Learning Approach. - Maryam Rehman; Sanay Muhammad Umar Saeed; Sheharyar Khan; Sadam Hussain Noorani; Usman Rauf (FIT, 2023)

Optimal Feature-Centric Approach for EEG-Based Human Emotion Identification. - Hira Ashraf; Sanay Muhammad Umar Saeed; Sheharyar Khan; Sadam Hussain Noorani; Aamir Arsalan; Usman Rauf (ICACS, 2024)

An EEG-Driven Framework for Emotion Recognition During Gameplay. - Khurram Shahzad; Zohaib Ali; Usman Rauf; Anees Ur Rehman; Sheharyar Khan; Sadam Hussain Noorani (ICACS, 2024)

A Novel Framework for Daily Life Activity and Context Recognition In-The-Wild Using Smartphone Inertial Sensors. - Sadam Hussain Noorani; Aamir Arsalan; Jaroslav Frnda; Sheharyar Khan; Aasim Raheel; Muhammad Ehatisham-ul-Haq (IEEE Access, 2024)

A Transfer Learning-Based Framework for Enhanced Classification of Perceived Mental Stress Using EEG Spectrograms. - Sheharyar Khan; Sadam Hussain Noorani; Jaroslav Frnda; Usman Rauf; Aamir Arsalan; Sanay Muhammad Umar Saeed (IEEE Access, 2025)