Z. Zhuo

Acquired Visual Expertise Adopts and Enhances Face-Selective Cortex.

Radiologists acquire expert-level performance in detecting abnormalities in chest X-rays over years of training. Holistic processing has been proposed to support this acquired visual expertise, but its neural implementation remains unclear. Because face perception is a canonical form of holistic/configural processing a...

Classification of histology and molecular subtypes of brain gliomas and glioneuronal and neuronal tumors using a deep learning approach.

International Transfer of Stochastic Cortical Self-Reconstruction

Stochastic cortical self-reconstruction (SCSR) enables personalized mapping of gray matter atrophy, a hallmark of neurodegenerative disorders such as Alzheimer's disease (AD), onto high-resolution cortical surfaces. Unlike conventional normative modeling approaches, which typically operate at a coarse regional level an...

Preoperative magnetic resonance imaging-based nomogram for predicting overall survival in patients with glioma: a multicenter study.

BACKGROUND Glioma prognostication relies on histopathological and molecular assessment requiring tissue sampling. Accessible tools for noninvasive preoperative prognostication remain limited. METHODS This multicenter retrospective study included 1992 patients (1207 in the training dataset [TD] and 785 in the external...

Deep Learning Pipeline for Automatic Segmentation, Classification, and Molecular Subtyping of Three Pediatric Posterior Fossa Tumors Using T2-Weighted MRI.

A fully automated DL pipeline was developed and validated to accurately segment pediatric posterior fossa tumors, differentiate tumor types (MB, EP, PA), and classify MB and EP molecular subtypes.