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Construction of Cohorts of Similar Patients From Automatic Extraction of Medical Concepts: Phenotype Extraction Study.

Christel GérardinArthur MageauArsenne MekinianXavier TannierFabrice Carrat
Published in: JMIR medical informatics (2022)
Using a method close to clinical reasoning, we built a scalable and interpretable end-to-end algorithm for extracting cohorts of similar patients.
Keyphrases
  • end stage renal disease
  • newly diagnosed
  • chronic kidney disease
  • machine learning
  • prognostic factors
  • peritoneal dialysis
  • healthcare
  • deep learning