Memisis orchestrates synthetic tabular health data generation and evaluation using LLMs and multiple synthesizers, demonstrated on a schizophrenia dataset with fairness and utility checks.
Influence of patient race and ethnicity on clinical assessment in patients with affective disorders.Archives of general psychiatry, 69(6):593–600
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Memisis: Orchestrating and Evaluating Synthetic Data for Tabular Health Datasets
Memisis orchestrates synthetic tabular health data generation and evaluation using LLMs and multiple synthesizers, demonstrated on a schizophrenia dataset with fairness and utility checks.