Matthew W Rozak

This study shows that chronic stress worsens microvascular network dysfunction after brain trauma, reducing capillary coordination and vascular reactivity.

MAPL3 enables whole-brain projectome mapping at single-axon resolution using deep learning and light sheet microscopy, outperforming existing methods across diverse datasets.

This paper develops a self-supervised deep learning pipeline for TPFM image segmentation, showing that SSL models can match or exceed fully supervised models with less labeled data.

The paper identifies NEUROG2's role in regulating a human-specific gene regulatory program in neural progenitor cells through transcriptomic analysis of knock-in organoids.

The paper develops a deep learning pipeline to analyze microvascular network changes in response to neuronal activity using two-photon microscopy, revealing network-level coordination in blood flow adjustments.