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SingHEART biomarkers from Singapore Health Services, SingHealth, with multi-source sensors [42] Measurement method Number of variables

SingHEART biomarkers from Singapore Health Services, SingHealth, with multi-source sensors [42] Measurement method Number of variables

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Mean time(s) on classifying raw data and the representations achieved...
SingHEART biomarkers from Singapore Health Services, SingHealth, with...
The 17 selected clinical variables. The second column shows the source...
SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding
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  • Feb 2022
Patient similarity assessment (PSA) is pivotal to evidence-based and personalized medicine, enabled by analyzing the increasingly available electronic health records (EHRs). However, machine learning approaches for PSA has to deal with inherent data deficiencies of EHRs, namely missing values, noise, and small sample sizes. In this work, an end-to-...
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Context 1
... following charts are supplementary to the two datasets used in the experiments. Table 4 shows biomarkers in SingHEART dataset and the number of corresponding variables. ...