Grace L. Halupnik

Automated Ventricle Assessment via Three-dimensional Anatomical Reconstruction (AVA-TAR): a computational toolkit for autonomous lateral ventricle assessment in preclinical hydrocephalus models

This paper develops a deep learning tool for automated segmentation and morphological analysis of lateral ventricles in rodent MRIs, achieving high accuracy and correlation with manual measurements.

Cilia dysfunction in the lateral ventricles after neonatal intraventricular hemorrhage does not lead to functional changes in cilia-based CSF flow networks

This study shows IVH reduces ciliated ependymal cells but does not disrupt cilia function or CSF flow networks in the lateral ventricles.

Meningeal CSF transport is primarily mediated by the arachnoid and pia maters during development

This study tracks CSF tracer distribution in neonatal rodents to show that arachnoid and pia maters, not dura mater, primarily mediate CSF transport during development.