Identification of Biomarkers for Arsenicosis Employing Multiple Kernel Learning Embedded Multiobjective Swarm Intelligence
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on NanoBioscience"
DOI: 10.1109/tnb.2022.3194091
Abstract: Arsenic is a carcinogen, and long-term exposure to it may result in the development of multi-organ disease. Understanding the underlying intricate molecular network of toxicity and carcinogenicity is crucial for identifying a small set of… read more here.
Keywords: biomarker genes; kernel learning; multiple kernel; swarm intelligence ... See more keywords
Cancer Categorization Using Genetic Algorithm to Identify Biomarker Genes
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Healthcare Engineering"
DOI: 10.1155/2022/5821938
Abstract: In the microarray gene expression data, there are a large number of genes that are expressed at varying levels of expression. Given that there are only a few critically significant genes, it is challenging to… read more here.
Keywords: biomarker genes; cancer categorization; genetic algorithm; mrmre ... See more keywords
Assessment of Drugs Toxicity and Associated Biomarker Genes Using Hierarchical Clustering
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DOI: 10.3390/medicina55080451
Abstract: Background and objectives: Assessment of drugs toxicity and associated biomarker genes is one of the most important tasks in the pre-clinical phase of drug development pipeline as well as in toxicogenomic studies. There are few… read more here.
Keywords: associated biomarker; biomarker; biomarker genes; assessment drugs ... See more keywords