14Oct 2023
Machine-Learning Algorithm Shows Promise in Predicting Long-Term Health Outcomes Based on Abdominal Aortic Calcification (AAC) Score

Machine-Learning Algorithm Shows Promise in Predicting Long-Term Health Outcomes Based on Abdominal Aortic Calcification (AAC) Score

A new study introduces a machine-learning algorithm for assessing abdominal aortic calcification (AAC) scores, called ML-AAC24. AAC is linked to cardiovascular risk and prognosis. The study, involving 1,023 older women, found that women with moderate to extensive AAC (ML-AAC24 ≥ 2) faced a higher risk of clinical fractures and fall-related hospitalization. This automated method, capturing AAC during bone density testing, showed promise. Further validation in independent cohorts is needed to establish its performance. The findings underscore its potential in predicting long-term health outcomes.

  • #orthopaedics

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