<p>Random forest analysis of the thirty most important metabolites distinguishing patients with severe acute AAH from stable, alcoholic cirrhotic controls.</p
While animal studies have implicated derangements of global energy homeostasis in the pathogenesis o...
Alcohol-associated liver disease is one of the most prevalent diseases around the world, with 10-20%...
Alcohol-associated liver disease (ALD) is caused by alcohol metabolism's effects on the liver. The u...
<p>Red nodes depict metabolites that are increased in severe AAH when compared to alcoholic cirrhosi...
<p>The mean decrease in accuracy from the random forest analysis was used to rank metabolites accord...
<p>Random forest analysis (RFA) was utilized to determine which variables (biochemicals) had the lar...
<p>The top 30 plasma metabolites important for increasing class separation as determined by the Rand...
<p>Selection of metabolites for joint analysis based on their ranking in top 30 metabolites in corre...
<p>The fold change (FC) is calculated as the log transformation of the ratio between the mean metabo...
<p>Metabolites with a statistically significant difference in abundance between the healthy and alco...
<p>Forest plot and meta-analysis of studies assessing the diagnostic odds ratio of ELF test versus l...
<p>Metabolites are rank-ordered by their mean decrease accuracy score. A higher mean decrease accura...
<p><b>a</b>) Classification performance (AUC, averaged over 100 iterations of random resampling) of ...
Background and Objectives:While animal studies have implicated derangements of global energy homeost...
Background and Objectives: While animal studies have implicated derangements of global energy homeos...
While animal studies have implicated derangements of global energy homeostasis in the pathogenesis o...
Alcohol-associated liver disease is one of the most prevalent diseases around the world, with 10-20%...
Alcohol-associated liver disease (ALD) is caused by alcohol metabolism's effects on the liver. The u...
<p>Red nodes depict metabolites that are increased in severe AAH when compared to alcoholic cirrhosi...
<p>The mean decrease in accuracy from the random forest analysis was used to rank metabolites accord...
<p>Random forest analysis (RFA) was utilized to determine which variables (biochemicals) had the lar...
<p>The top 30 plasma metabolites important for increasing class separation as determined by the Rand...
<p>Selection of metabolites for joint analysis based on their ranking in top 30 metabolites in corre...
<p>The fold change (FC) is calculated as the log transformation of the ratio between the mean metabo...
<p>Metabolites with a statistically significant difference in abundance between the healthy and alco...
<p>Forest plot and meta-analysis of studies assessing the diagnostic odds ratio of ELF test versus l...
<p>Metabolites are rank-ordered by their mean decrease accuracy score. A higher mean decrease accura...
<p><b>a</b>) Classification performance (AUC, averaged over 100 iterations of random resampling) of ...
Background and Objectives:While animal studies have implicated derangements of global energy homeost...
Background and Objectives: While animal studies have implicated derangements of global energy homeos...
While animal studies have implicated derangements of global energy homeostasis in the pathogenesis o...
Alcohol-associated liver disease is one of the most prevalent diseases around the world, with 10-20%...
Alcohol-associated liver disease (ALD) is caused by alcohol metabolism's effects on the liver. The u...