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Evaluation of a new multiple regression model based on biochemical parameters for the distinction of canine exudates and transudates.

Flavio H AlonsoClaudio R S MattosoFabiola O P LemePaulo R O Paes
Published in: Veterinary clinical pathology (2021)
Biochemical classification of pleural effusions has a higher accuracy than the traditional system (based on TP and TNCC). Utility and cutoff of analytes are different for each cavity. Implementing a multiple regression model or establishing ratios or gradients with concurrent serum values adds no significant improvement in the diagnostic potential of distinguishing transudate and exudates in dogs.
Keyphrases
  • machine learning
  • deep learning
  • risk assessment
  • locally advanced
  • human health
  • rectal cancer