H. Sekkat

Can wide-volume CT improve pediatric head imaging? Insights from a newly fabricated anthropomorphic phantom and expert image-quality scoring.

BACKGROUND Wide-volume acquisition may reduce radiation exposure in pediatric head CT by limiting unnecessary z-axis irradiation, but evidence on 80-row detector systems remains limited. This study compared wide-volume and conventional helical acquisition using a newly fabricated patient-derived anthropomorphic pediatr...

Towards Explainability in Deep Learning for Detection of Five Major Intracranial Hemorrhage Subtypes on Head CT Using Multi-window DICOM Imaging and Patient-Level Cross-Validation.

Patient-Level Cross-validated nnU-Net for Multiclass Segmentation of Lung Parenchyma and Solid Adenocarcinoma on Thoracic CT.