Haoyu Lan

Outdoor Air Pollution, Perivascular Space Morphology, and Cognition in Preadolescence

This study links outdoor air pollution exposure to increased perivascular space count and poorer cognition in preadolescents, suggesting brain clearance mechanisms may mediate pollution's neurotoxic effects.

Genetic Architecture of Perivascular Space Morphology in the Pediatric Brain

The paper identifies genetic associations with perivascular space morphology in children using MRI and genomics data from the Adolescent Brain Cognitive Development Study.

Sex and gender differences in perivascular space in early adolescence

This study examines sex and felt-gender differences in perivascular space (PVS) volume and count in adolescents, finding that felt-gender improves model fit for PVS count and both sex and felt-gender are associated with PVS volume and count.

SC-GAN: 3D self-attention conditional GAN with spectral normalization for multi-modal neuroimaging synthesis

The paper introduces SC-GAN, a 3D conditional GAN with self-attention and spectral normalization for multi-modal neuroimaging synthesis, showing improved performance over 2D and 3D baselines.

NiftyTorch: A Deep Learning framework for NeuroImaging

NiftyTorch provides a deep learning framework for neuroimaging tasks, aiming to simplify 3D deep learning for non-experts.