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Add next-visit diagnosis prediction task

Open Joshua-Van-Rossum opened this issue 1 month ago • 0 comments

new task function for next-visit diagnosis prediction, which uses a patient's complete visit history to predict diagnoses that will occur in their next hospital admission.

-Datasets Supported: MIMIC-IV, MIMIC-III, eICU

  • Features:
    • Historical diagnosis codes from all previous visits
    • Historical procedure codes (optional)
    • Time gaps between visits (optional)
  • Label: Diagnosis codes from the next visit

Testing uses artificial Patient object

Joshua-Van-Rossum avatar Dec 07 '25 22:12 Joshua-Van-Rossum