Cardiac disease diagnosis based on GAN in case of missing data
Xing Chen,
Na Zhang,
Xiaohui Yang
et al.
Abstract:In daily life, two common algorithms are used for collecting medical disease data: data integration of medical institutions and questionnaires. However, these statistical methods require collecting data from the entire research area, which consumes a significant amount of manpower and material resources. Additionally, data integration is difficult and poses privacy protection challenges, resulting in a large number of missing data in the dataset. The presence of incomplete data significantly reduces the qualit… Show more
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