Breaking data barriers in medical diagnosis with MSDGD framework based on Gaussian Diffusion Generation

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Fengwei Jia, Fengyuan Jia, Huale Li, Shuhan Qi, Hongli Zhu

Published: 01 Jan 2025, Last Modified: 12 Apr 2025Inf. Process. Manag. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposing Parents-Children numerical encoding scheme (ParentChild).•Proposing Random Column rearrangement algorithm (RamCol).•Constructing spatial Dimensional Transformation strategy (DimTrans).•Unveiled a novel categorical Medical Service tabular Data generation framework.