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A Method of Synthesis of Time Series Data of Blood Test Values
Tetsu Furukawa1, Rina Kagawa1,2, Masaru Sanuki2
1National Institute of Advanced Industrial Science and Technology.
Abstract:
We proposed a method to generate synthetic time series of venous blood test values, using a three-parameter log-normal distribution and Graphical Lasso for distribution refinement. Sampling is performed via the inverse function method and Cholesky decomposition to ensure realistic high-dimensional correlations.
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