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A new machine-learning model to predict long-term renal function impairment after minimally invasive partial nephrectomy: the Fundació Puigvert predictive model.

Alessandro UleriMichael BaboudjianAndrea GallioliAngelo TerritoJosep Maria GayaIsabel SanzJorge RobalinoMarta CasadevallPietro DianaPaolo VerriGiuseppe BasileOscar Rodriguez-FabaAntonio RosalesJoan PalouAlberto Breda
Published in: World journal of urology (2023)
We developed a new model to predict long-term renal function impairment after PN where the perioperative loss of renal function plays a pivotal role to predict lack of functional recovery. This model could help identify patients in whom functional follow-up should be intensified to minimize possible worsening factors of renal function.
Keyphrases
  • machine learning
  • minimally invasive
  • end stage renal disease
  • ejection fraction
  • artificial intelligence
  • peritoneal dialysis
  • deep learning