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Author

Mobina Fathi

2 papers indexed here

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Open access 2026

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...

Erfan Barootchi, Pardis Zamani, R. Birgani et al. · 0 citations
Aug 2026

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

Investigating the cost-effectiveness of alternate neuroimaging approaches in the evaluation of patients presenting to the emergency department with dizziness when high-field MRI is not available found observation for high-field MRI remained the most cost-effective strategy across a wide range of model parameters.

Ramtin Hajibeygi, Amirali Aali, Mobina Fathi et al. · 0 citations

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