A novel hierarchical deep learning framework enables direct Desikan-Killiany brain parcellation using only diffusion ...

Deep learning has transformed diffusion MRI analysis by providing data-driven frameworks that overcome limitations of traditional model-based and statistical methods. Convolutional neural networks ...

CDVAE, a symmetry-aware generative AI framework that embeds space-group information into the generation of crystal structures ...

Subcortical ischemic vascular disease (SIVD), driven by cerebral small vessel disease, is commonly characterized by white matter hyperintensities and multiple lacunar infarcts, and a substantial ...