Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.
Qi DouTiffany Y. SoMeirui JiangQuande LiuVarut VardhanabhutiGeorgios KaissisZeju LiWeixin SiHeather H. C. LeeKevin YuZuxin FengLi DongEgon BurianFriederike JungmannRickmer BrarenMarcus R. MakowskiBernhard KainzDaniel RueckertBen GlockerSimon C. H. YuPheng-Ann HengPublished in: npj Digit. Medicine (2021)
Keyphrases
- privacy preserving
- deep learning
- privacy preserving data mining
- multi party
- preserving privacy
- ct images
- machine learning
- private data
- unsupervised learning
- sensitive information
- privacy preservation
- differential privacy
- privacy protection
- privacy sensitive
- privacy issues
- private information
- medical images
- knowledge discovery
- data model
- high dimensional