AIMC Topic: End Stage Liver Disease

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Development of the AI-Cirrhosis-ECG Score: An Electrocardiogram-Based Deep Learning Model in Cirrhosis.

The American journal of gastroenterology Mar 1, 2022
INTRODUCTION: Cirrhosis is associated with cardiac dysfunction and distinct electrocardiogram (ECG) abnormalities. This study aimed to develop a proof-of-concept deep learning-based artificial intelligence (AI) model that could detect cirrhosis-relat...
Artificial Intelligence Severity of Illness Index Humans Electrocardiography End Stage Liver Disease Deep Learning Liver Cirrhosis
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Low Predictability of Readmissions and Death Using Machine Learning in Cirrhosis.

The American journal of gastroenterology Feb 1, 2021
INTRODUCTION: Readmission and death in cirrhosis are common, expensive, and difficult to predict. Our aim was to evaluate the abilities of multiple artificial intelligence (AI) techniques to predict clinical outcomes based on variables collected at a...
Gastrointestinal Agents Water-Electrolyte Imbalance Hydrothorax Ascites Proton Pump Inhibitors Infections Patient Readmission Gastrointestinal Hemorrhage Logistic Models Liver Cirrhosis Support Vector Machine Kidney Diseases Cohort Studies ROC Curve Severity of Illness Index Rifaximin beta-Lactams Adrenergic beta-Antagonists Anti-Bacterial Agents Clinical Decision Rules Female End Stage Liver Disease Humans Male Reproducibility of Results Mortality Middle Aged Hepatic Encephalopathy Machine Learning Aged Lactulose Paracentesis
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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 Humans Female Machine Learning Male
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Liver and Lung Transplant Advances.

JAMA Mar 12, 2019
Lung Diseases Liver Transplantation Cell-Free Nucleic Acids Graft Rejection End Stage Liver Disease Lung Transplantation Waiting Lists Female Machine Learning Severity of Illness Index Humans Male Delayed Graft Function Prognosis
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