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Association between Frailty and Breast Cancer prevalence and Construction of a Breast Cancer Prediction Model Based on Machine Learning

Source: Frontiers - Health • Published: 15 Jun 2026, 00:00

Association between Frailty and Breast Cancer prevalence and Construction of a Breast Cancer Prediction Model Based on Machine Learning

Frailty and breast cancer: a research article examining their association and presenting a machine-learning–based risk prediction approach.

Key Takeaways
  • NHANES data from 2003–2020 covering 4,473 participants were analyzed
  • Frailty index was positively associated with breast cancer prevalence (P<0.0001)
  • Neural network performed best and SHAP ranked age, frailty, BMI, race, education
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