Jinyuan Weng

Choroid plexus volume variation in patients with gliomas, glioneuronal and neuronal tumors: Associations with tumor characteristics

Purpose To investigate choroid plexus . volume (CPV) alterations in patients with gliomas and glioneuronal and neuronal tumors (GNTs) and to evaluate their associations with tumor characteristics. Methods In this retrospective observational cohort study, 811 patients with histologically confirmed brain tumors (674 glio...

Normative Modeling of Amygdala Subfields and Disease-Specific Vulnerabilities Across Neurological Disorders.

It is suggested that normative references of the amygdala subfields provide insights into cross-disease alteration patterns and offer potential neuroimaging biomarkers to aid differential diagnosis and clinical assessment.

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

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.

Multimodal MRI assessment of cerebral small vessel disease-related brain injury in the context of unilateral severe carotid artery stenosis.

Multimodal MRI metrics provide imaging evidence linking macrovascular stenosis to CSVD, and Hemodynamic disturbance is associated with diffuse white matter injury, which may contribute to WMH formation.