Wenqi Lu

SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer

2021 · arXiv (Cornell University)

Human epidermal growth factor receptor 2 (HER2) is an important prognostic and predictive factor which is overexpressed in 15-20% of breast cancer (BCa). The determination of its status is a key clinical decision making step …

Regularized Adaptive Huber Matrix Regression and Distributed Learning

2023 · Statistica Sinica

Matrix regression provides a powerful technique for analyzing matrixtype data, as exemplified by many contemporary applications. Despite the rapid advance, distributed learning for robust matrix regression to deal with heavy-tailed noises in the big data …