Naif Arab University for Security Sciences

Evaluating 10 Pigmentation Associated SNPs for Forensic DNA Phenotyping in Saudi Arabians: Population Structure and Model Calibration

Forensic DNA phenotyping (FDP) predicts externally visible characteristics from biological evidence, providing crucial investigative leads when conventional STR profiling fails. Although the HIrisPlex-S system is well-validated in European populations, its performance in Middle E...

Optimizing Voice-Based Feature Engineering and Machine Learning Pipelines for Early Parkinson’s Disease Detection

Most voice-based Parkinson’s disease studies evaluated a narrow set of models on fixed feature spaces, which limited generalizability and obscured feature–model synergies. Many also neglected fold-wise fitting and runtime measurement, increasing the risk of data leakage and hinde...