2020 American Transplant Congress
The 1st Year Posttransplant Course Reliably Predicts Kidney Graft Survival up to 15 Years Using a Machine Learning-Based Modeling Approach
Hannover Medical School, Hannover, Germany
*Purpose: Identification of patients at risk for graft failure can improve individual surveillance and early therapeutic interventions. We used a well-documented patient cohort to establish…2020 American Transplant Congress
A Machine-Learning Approach for Estimating Likelihood of Transplant Benefit from Older-Donor Kidneys
*Purpose: There is a shortage of transplantable kidneys in the US. Yet, the discard rate among older donors (55+) is approx. 38% per year. The…2020 American Transplant Congress
Tacrolimus Concentrations Are Associated with Measures of Body Composition in Adult Kidney Transplant Recipients
*Purpose: Tacrolimus (Tacro) is essential for kidney transplant immunosuppression but has a narrow therapeutic window. Tacro dosing preventing rejection must be balanced with potential delayed…2020 American Transplant Congress
Predictive Validity of Functional Status on Mortality in Adult Kidney Transplant Recipients
*Purpose: Frailty and disabilities, though not routinely measured, are highly prevalent in kidney transplant (KT) recipients and predict poor post-transplant outcomes. The Karnofsky Performance Scale…2020 American Transplant Congress
Artificial Intelligence May Predicts Early Sepsis in Liver Transplantation
*Purpose: Sepsis post liver transplantation is a frequent challenge impacting patient outcomes. We aimed to develop an artificial intelligence method to predict earlier the onset…2020 American Transplant Congress
Renal Function Parameters Improve PELDs Prediction of 90-day Death or Deterioration
*Purpose: Reliance upon exception points to prioritize children for liver transplantation (LT) stems from concerns that the Pediatric End-Stage Liver Disease (PELD) score underestimates mortality.…2020 American Transplant Congress
Clinical Correlation of Results of s CD4/CD8 Cytomegalovirus Cell Mediated Immunity Test with Incidence of Cytomegalovirus Infection
1UW Health, Madison, WI, 2UWMF, Madison, WI
*Purpose: The purpose of this study was to evaluate the predictive potential of a CD4/CD8 flow cytometric cell mediated immunity (CMI) assay for the development…2020 American Transplant Congress
Living Kidney Donor Profile Index Used to Assess Donor Risk Factors Affecting the Survival Rate of Transplanted Kidney and Comparison with Kidney Donor Profile Index of Deceased Donor Kidney Transplantation
*Purpose: Recently, the number of deceased donor kidneys(DDK) has been limited, so living donor kidney transplantation((LDKT) accounts for nearly 40% of kidney transplants worldwide. This…2020 American Transplant Congress
Assessing Providers’ Accuracy in Predicting Early Readmission after Kidney and Liver Transplantation
*Purpose: Predictive models capable of identifying patients at risk for readmission are in development. However, it is unknown how accurate clinicians are at predicting early…2020 American Transplant Congress
Predicting Renal Graft Function Post Transplantation Using Clinical and Biological Features Supported by Machine Learning Algorithms
*Purpose: Predicting renal function post transplantation is a frequent challenge impacting physician decisions and patient quality of life. We aimed to develop a composite score…
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