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July 24, 2026Journal of Psychosomatic Obstetrics & GynecologyOpen Access

Analysis of influencing factors for social avoidance and distress among infertile patients based on LASSO and XGBoost algorithms

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Authors

SZShengnan ZhaoSZSuping ZhangWHWei Han

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Overview

Randomized trial analyzes social avoidance and distress in infertility patients, indicating key risk factors for early identification.

Key Points

  • This study aims to analyze risk factors for social avoidance and distress in infertility patients.
  • 112 participants were analyzed using LASSO regression and XGBoost to identify key variables.
  • Logistic regression and ROC analysis were performed to assess predictive ability.
  • Age, ISS, SES, CD-RISC, and SRQS scores are independently associated with SAD.
  • AUC values ranged from 0.694 to 0.723, indicating modest discriminative ability.

Cite This Study

Zhao et al. (2026) studied this question.

synapsesocial.com/papers/6a630062395161722cd15589https://doi.org/10.1080/0167482x.2026.2699110
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