Mobina Fathi

Comparative performance of machine learning and deep learning models for heart disease prediction in a small clinical dataset.

BACKGROUND Machine learning (ML) and deep learning (DL) models are increasingly applied to cardiovascular risk prediction, yet their comparative performance in small tabular clinical datasets remains uncertain. This study compared conventional machine learning models and a deep neural network for predicting angiographi...

Cost-effectiveness of CT perfusion, low-field MRI, and delayed high-field MRI in emergency department patients with dizziness concerning for stroke.