X Y Zhou — Papers on Cortexa

openalexEuropean Journal of Nuclear Medicine and Molecular Imaging2026-07-25

PET/CT-derived whole-body composition and survival in resectable NSCLC: double machine learning-based adjusted association analysis of intermuscular adiposity burden and sex-specific metabolic phenotypes

Weihao Zhai, Ruoyao Wang, Mengmeng Ye, Xiaolin Li, Yi Wang, Taohu Zhou, et al.

PURPOSE: To evaluate whether whole-body PET/CT-derived body composition features are associated with survival in patients with resectable non-small cell lung cancer (NSCLC), using double machine learning to quantify adjusted associations with restricted mean survival time. METHOD…

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openalexFrontiers in Neurology2026-07-23

GMANet: a CPU-only ultra-lightweight 3D CNN for real-time glioma triage in resource-limited environments

Caijian Hua, Xuerong Jing, Liuying Li, X Y Zhou

Objective Unlike our previously published Graphics Processing Unit-based (GPU) Dynamic Pathway-Enhanced Attention Network (DPEA-Net) which is optimized for radiotherapy planning, state-of-the-art GPU-dependent brain tumor segmentation models cannot be deployed in primary care cli…

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