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Partial proportional odds model for predicting multiple lower extremity amputation among T2DM patients.

Sabiha Khan1,2, Karuna Reddy3, Momtaz Ahmed4

  • 1School of Information Technology, Engineering, Mathematics & Physics, The University of the South Pacific, Suva, Fiji. sabiha.khan@fnu.ac.fj.

BMC Medical Informatics and Decision Making
|August 4, 2025
PubMed
Summary

Identifying risk factors for multiple lower extremity amputations (MLEA) in diabetic patients is crucial. A partial proportional odds model identified age, gender, ethnicity, hypertension, anemia, leukocytosis, and thrombocytosis as key predictors in T2DM patients in Fiji.

Keywords:
Lower extremity amputationMultinomial logistic regressionMultiple-amputationOrdinal logistics regressionPartial proportional odds modelRisk factorsStatistical model

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