Jun Qiu

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

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

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.

A Novel Homozygous Mutation in ARL2BP Causes Multiple Morphological Abnormalities of the Flagella and Primary Ciliary Dyskinesia

Findings confirm ARL2BP as a causative gene for both PCD and MMAF, expanding the genotypic and phenotypic spectrum of ciliopathies and recommending long‐term ophthalmological follow‐up to detect delayed‐onset retinal degeneration.