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
ACDE 1
DOI: 10.12659/MSM.953235
Med Sci Monit 2026; 32:e953235
Figure 7 Break down profileAbbreviations: PM, primipara or multipara; Preweight, pre-pregnancy weight; HDP, hypertensive disorders of pregnancy; AID, autoimmune disease. Note: The profile illustrates the contribution of individual features to the final prediction result for a single randomly selected sample. The red and blue bars in the figure represent the positive and negative impacts of each variable on the prediction. The predicted value equals the sum of contributions from each feature variable.