From detecting pneumonia on a chest X-ray to assessing whether a dark spot on the skin is benign or malignant, medical AI systems are playing an increasingly important role in clinical diagnosis.

The dataset, which the researchers have made available on the Open Reaction Database, is nearly five times as large as the ...

Abstract: We present a new computational technique (a software implementation, data sets, and supplementary information are available at http://www.enm.bris.ac.uk/lpd ...

Definition: A microarray is a small, flat substrate carrying an ordered grid of microscopic probe features, each containing a known biological molecule, that is used to measure many molecular targets ...

The goal of this analysis is to: Identify differentially expressed genes (DEGs) between PD patients and controls Perform gene set enrichment analysis (GSEA) Infer cell-type proportions using ...

Abstract: Decision-tree induction algorithms are widely used in machine learning applications in which the goal is to extract knowledge from data and present it in a graphically intuitive way. The ...

Background: Microarray technology has brought significant advancements to high-throughput analysis, particularly in the comprehensive study of biomolecular interactions involving proteins, peptides, ...

Most comprehensive and ethnically diverse genomic coverage on a high throughput microarray delivers multi-disease and pharmacogenomic research analysis across global populations CARLSBAD, ...

Department of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States Department of Electrical and Computer Engineering, Michigan State University, East Lansing, Michigan ...

This program implements the original RankComp and the RankCompV2 algorithms to detect the dysregulated genes. It is applicable to gene expression, methylation and other gene microarray data sets. Both ...

The number of new cases of hepatocellular carcinoma (HCC) worldwide reached 910,000, ranking the sixth, 80% HCC is associated with viruses, so exploring the molecular mechanism of viral ...

Novel Insight Into the Association Between Obesity and Hepatocellular Carcinoma Occurrence and Recurrence: High-Throughput Microarray Data Set Analysis of Differentially Expressed Genes For central ...