The use of machine learning to reduce overtreatment of the axilla in breast cancer: retrospective cohort study

HIGHLIGHTS

  • who: Unknown from the (UNIVERSITY) have published the research work: The Use of Machine Learning to Reduce Overtreatment of the Axilla in Breast Cancer: Retrospective Cohort Study, in the Journal: (JOURNAL)
  • what: The aim of this study was to undertake a retrospective pilot study to deploy machine_learning methods (ie, artificial neural_networks) and traditional statistical models (ie, linear regression) to aid identification of patients with no clinically palpable nodes and a positive preoperative AUS who have low axillary nodal burden.

SUMMARY

    Artificial neural_networks are a form of supervised machine_learning based on the . . .

     

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