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.
Liver Transplant Models
- Donor/Recipient Body Surface Area(BSA) Matching for Whole Liver Transplantation >>
- To accept or not to accept? Determining which patients undergoing simultaneous liver-kidney transplantation may benefit from high-risk organs >>
- GVHD After Liver Transplantation: Predicting This Rare Complication Using Machine Learning >>
- To Accept or Not To Accept? Determining Which Patients Undergoing Simultaneous Liver-Kidney Transplantation May Benefit From High-Risk Organs >>
Kidney Transplant Models
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.