Haiyan Zhou

Generating Hypergraph-Based High-Order Representations of Whole-Slide Histopathological Images for Survival Prediction

2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Patient survival prediction based on gigapixel whole-slide histopathological images (WSIs) has become increasingly prevalent in recent years. A key challenge of this task is achieving an informative survival-specific global representation from those WSIs with highly …