AIMC Topic: Waiting Lists

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Machine Learning for Predicting Waitlist Mortality in Pediatric Heart Transplantation.

Pediatric transplantation Jun 1, 2025
BACKGROUND: Waitlist mortality remains a critical issue for pediatric heart transplant (HTx) candidates, particularly for candidates with congenital heart disease. Listing center organ offer acceptance practices have been identified as a factor influ...
Female Infant, Newborn Risk Factors Male Humans Machine Learning Retrospective Studies Tissue and Organ Procurement Waiting Lists Heart Transplantation Heart Defects, Congenital Infant Adolescent Child, Preschool Child
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Analysis of the most influential factors affecting outcomes of lung transplant recipients: a multivariate prediction model based on UNOS Data.

BMJ open May 16, 2025
OBJECTIVES: In lung transplantation (LTx), a priority is assigned to each candidate on the waiting list. Our primary objective was to identify the key factors that influence the allocation of priorities in LTx using machine learning (ML) techniques t...
Male Transplant Recipients Humans Middle Aged Tissue and Organ Procurement Machine Learning Lung Transplantation Waiting Lists Databases, Factual Multivariate Analysis Female
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Applying Artificial Intelligence to Quantify Body Composition on Abdominal CTs and Better Predict Kidney Transplantation Wait-List Mortality.

Journal of the American College of Radiology : JACR Mar 1, 2025
BACKGROUND: Prekidney transplant evaluation routinely includes abdominal CT for presurgical vascular assessment. A wealth of body composition data are available from these CT examinations, but they remain an underused source of data, often missing fr...
Humans Artificial Intelligence Kidney Transplantation Adult Male Middle Aged Predictive Value of Tests Prognosis Retrospective Studies Tomography, X-Ray Computed Female Body Composition Waiting Lists Radiography, Abdominal
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Kidney Allocation Policy: Past, Present, and Future.

Advances in chronic kidney disease Nov 1, 2021
Despite an increase in the number of kidney transplants performed annually, there remain more than 90,000 individuals awaiting transplantation in the United States. As kidney transplantation has evolved, so has kidney allocation policies. The Kidney ...
Kidney Humans United States Artificial Intelligence Tissue and Organ Procurement Policy Waiting Lists
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Effect of a Predictive Model on Planned Surgical Duration Accuracy, Patient Wait Time, and Use of Presurgical Resources: A Randomized Clinical Trial.

JAMA surgery Apr 1, 2021
IMPORTANCE: Accurate surgical scheduling affects patients, clinical staff, and use of physical resources. Although numerous retrospective analyses have suggested a potential for improvement, the real-world outcome of implementing a machine learning m...
Colorectal Surgery Predictive Value of Tests Waiting Lists Gynecologic Surgical Procedures Humans Machine Learning Retrospective Studies Female Male Middle Aged Operative Time
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The rise and fall of the model for end-stage liver disease score and the need for an optimized machine learning approach for liver allocation.

Current opinion in organ transplantation Apr 1, 2020
PURPOSE OF REVIEW: The Model for End-Stage Liver Disease (MELD) has been used to rank liver transplant candidates since 2002, and at the time bringing much needed objectivity to the liver allocation process. However, and despite numerous revisions to...
Liver Transplantation Tissue and Organ Procurement Waiting Lists End Stage Liver Disease Machine Learning Female Male Humans
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Liver and Lung Transplant Advances.

JAMA Mar 12, 2019
Cell-Free Nucleic Acids Humans Graft Rejection Female Lung Transplantation Lung Diseases Machine Learning Male Waiting Lists Liver Transplantation Prognosis End Stage Liver Disease Severity of Illness Index Delayed Graft Function
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Validation of artificial neural networks as a methodology for donor-recipient matching for liver transplantation.

Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society Feb 1, 2018
In 2014, we reported a model for donor-recipient (D-R) matching in liver transplantation (LT) based on artificial neural networks (ANNs) from a Spanish multicenter study (Model for Allocation of Donor and Recipient in España [MADR-E]). The aim is to ...
Treatment Outcome Area Under Curve Liver Transplantation Waiting Lists Humans Liver Diseases Donor Selection London Female Time Factors Reproducibility of Results ROC Curve Neural Networks, Computer Risk Factors Tissue Donors Adult Algorithms Male Graft Survival Decision Support Techniques Middle Aged Computer Simulation Risk Assessment
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WAITING DAAS LIST MORTALITY IMPACT IN HCV CIRRHOTIC PATIENTS.

Arquivos de gastroenterologia Jan 1, 2018
BACKGROUND: The infection for the hepatitis C virus (HCV) is a leading cause of liver-related morbidity and mortality through its evolution to liver cirrhosis, end-stage liver complications and hepatocellular carcinoma. Currently, the new drugs for t...
Hepacivirus Waiting Lists Humans Hepatitis C, Chronic Liver Neoplasms Risk Factors Prospective Studies Antiviral Agents Male Female Liver Cirrhosis Middle Aged Incidence
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