Generating sequential electronic health records using dual adversarial autoencoder
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocaa119
Abstract: OBJECTIVE Recent studies on electronic health records (EHRs) started to learn deep generative models and synthesize a huge amount of realistic records, in order to address significant privacy issues surrounding the EHR. However, most of… read more here.
Keywords: dual adversarial; adversarial autoencoder; electronic health; autoencoder ... See more keywords
A Deep Dual Adversarial Network for Cross-Domain Recommendation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2021.3132953
Abstract: Data sparsity is a common issue for most recommender systems and can severely degrade the usefulness of a system. One of the most successful solutions to this problem has been cross-domain recommender systems. These frameworks… read more here.
Keywords: domain; domain recommendation; dual adversarial; cross domain ... See more keywords