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Use of Multiple Correspondence Analysis and K-means to Explore Associations Between Risk Factors and Likelihood of Colorectal Cancer: Cross-sectional Study.

Dídac FlorensaJordi MateoFrancesc Solsona-TehàsTeresa Pedrol AigeMiquel MesasRamon PiñolPere Godoy
Published in: Journal of medical Internet research (2022)
MCA and k-means were significantly useful for detecting associations between risk factors and patient characteristics. These techniques have proven to be effective tools for analyzing the incidence of some factors in colorectal cancer. The outcomes obtained help corroborate suspected trends and stimulate the use of these techniques for finding the association of risk factors with the incidence of other cancers.
Keyphrases
  • risk factors
  • pulmonary embolism
  • case report
  • type diabetes
  • metabolic syndrome
  • adipose tissue