Qionghai Dai

Analog Optical Computing for Artificial Intelligence

2021 · Engineering

The rapid development of artificial intelligence (AI) facilitates various applications from all areas but also poses great challenges in its hardware implementation in terms of speed and energy because of the explosive growth of data. …

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 …