CBATL Predictive Analytic Models

Hospital Length of Stay (LOS) Models

Hospital length of stay (LOS) after liver transplantation correlates with liver disease severity, post-transplant survival rates, and transplant-associated cost. Using data for a national database, four predictive models for LOS were built for the various stages of the liver transplant process. These LOS prediction models can help guide patients care and counseling, predict outcomes, and direct research into mitigating factors that prolong LOS.

  1. Recipient Information Only >>
  2. Recipient+Financial Information >>
  3. Recipient+Financial+Donor Information >>
  4. Recipient+Financial+Donor+Events Information >>

More models coming soon!

Disclaimer: Clinical models are not to replace physician insight. These are to be used as an aid for the physician’s thought process.