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22 June 2026 : Clinical Research  

Development and Validation of Machine-Learning-Based Prediction Models for Thyroid Diseases During Pregnancy

Guang Yang BCDEF 1, Yi Gao BCEF 1, Pengfei Liu BC 1, Jingwen Jiang BC 1, Hui Qiao ADEG 1*, Weixuan Sheng ORCID logo ACDE 1

DOI: 10.12659/MSM.953235

Med Sci Monit 2026; 32:e953235

Figure 5 Importance ranking of feature variablesThe diagram illustrates the relative contribution of each feature variable to the prediction of thyroid disease during pregnancy. Abbreviations: AID, autoimmune disease; HDP, hypertensive disorders of pregnancy; PM, primipara or multipara; Preweight, pre-pregnancy weight.

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Medical Science Monitor eISSN: 1643-3750
Medical Science Monitor eISSN: 1643-3750