CORTEXA
← Browse

Meng Sun

2 papers indexed

openalexFrontiers in Oncology2026-07-24

A comprehensive model with dual plane ultrasound based deep learning radiomics to distinguish parotid pleomorphic adenoma from Warthin tumor

Yi Wang, An Dai, Zhaolin Yin, Jiening Gao, Meng Sun, Yufei Xiao, et al.

Objective To develop and validate a dual-plane ultrasound (US)-based deep learning radiomics model for the noninvasive discrimination between parotid pleomorphic adenoma (PA) and Warthin tumor (WT). Methods This retrospective two-center study enrolled 656 patients with pathologic…

View free PDFSource page
arxivcs.CRcs.AIcs.LGcs.LO2026-07-06

Privacy-Preserving Robustness Verification for Neural Networks

Nianyun Song, Xiaokun Luan, Yu Guo, Rongfang Bie, Meng Sun, Xiyue Zhang

Neural network verification and data privacy are inherently in tension: verification demands full access to model parameters and input data, yet both are increasingly restricted by privacy regulations and intellectual property constraints. This tension has left robustness verific…

View free PDFSource page