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Modeling gene regulation in liver hepatocellular carcinoma with random forests
(BioMed Research International, 2016)
Liver hepatocellular carcinoma (HCC) remains a leading cause of cancer-related death. Poor understanding of the mechanisms underlying HCC prevents early detection and leads to high mortality. We developed a random forest ...
PersonaDrive: a method for the identification and prioritization of personalized cancer drivers
(Bioinformatics, 2022)
Motivation:
A major challenge in cancer genomics is to distinguish the driver mutations that are causally linked to cancer from passenger mutations that do not contribute to cancer development. The majority of existing ...
Inferring RBP-mediated regulation in lung squamous cell carcinoma
(Plos One, 2016)
RNA-binding proteins (RBPs) play key roles in post-transcriptional regulation of mRNAs. Dysregulations in RBP-mediated mechanisms have been found to be associated with many steps of cancer initiation and progression. Despite ...