William K. Cheung

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

2024 · arXiv (Cornell University)

The combination of electronic health records (EHR) and medical images is crucial for clinicians in making diagnoses and forecasting prognosis. Strategically fusing these two data modalities has great potential to improve the accuracy of machine …

Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns

2016 · Proceedings of the AAAI Conference on Artificial Intelligence

In this paper, we address the problem of personalized next Point-of-interest (POI) recommendation which has become an important and very challenging task in location-based social networks (LBSNs), but not well studied yet. With the conjecture …