2 papers
physics.med-ph2025
Mitigating MRI Domain Shift in Sex Classification: A Deep Learning Approach with ComBat Harmonization
Peyman Sharifian, Mohammad Saber Azimi, AliReza Karimian +1
Deep learning models for medical image analysis often suffer from performance degradation when applied to data from different scanners or protocols, a phenomenon known as domain sh…
eess.IV2025
Attention-Enhanced Deep Learning Ensemble for Breast Density Classification in Mammography
Peyman Sharifian, Xiaotong Hong, Alireza Karimian +2
Breast density assessment is a crucial component of mammographic interpretation, with high breast density (BI-RADS categories C and D) representing both a significant risk factor f…