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Prediction of metabolic syndrome and its associated risk factors in patients with chronic kidney disease using machine learning techniques.

Jalila Andréa Sampaio BittencourtCarlos Magno Sousa JuniorEwaldo Eder Carvalho SantanaYuri Armin Crispim de MoraesErika Cristina Ribeiro de Lima CarneiroAriadna Jansen Campos FontesLucas Almeida das ChagasNaruna Aritana Costa MeloCindy Lima PereiraMargareth Costa PenhaNilviane PiresAntonio Fernandes MoronAllan Kardec Duailibe Barros FilhoMaria do Desterro Soares Brandão Nascimento
Published in: Jornal brasileiro de nefrologia (2024)
The KNN algorithm can be used as a low-cost screening method to evaluate the presence of MS in people with CKD.
Keyphrases
  • low cost
  • metabolic syndrome
  • mass spectrometry
  • chronic kidney disease
  • machine learning
  • multiple sclerosis
  • ms ms
  • deep learning
  • insulin resistance
  • uric acid
  • cardiovascular risk factors
  • neural network