A novel heterophilic graph diffusion convolutional network for identifying cancer driver genes.
Sign Up to like & getrecommendations! Published in 2023 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbad137
Abstract: Identifying cancer driver genes plays a curial role in the development of precision oncology and cancer therapeutics. Although a plethora of methods have been developed to tackle this problem, the complex cancer mechanisms and intricate… read more here.
Keywords: driver; graph diffusion; driver genes; identifying cancer ... See more keywords
Identifying cancer targets based on machine learning methods via Chou's 5-steps rule and general pseudo components.
Sign Up to like & getrecommendations! Published in 2019 at "Current topics in medicinal chemistry"
DOI: 10.2174/1568026619666191016155543
Abstract: In recent years, the successful implementation of human genome project has made people realize that genetic, environmental and lifestyle factors should be combined together to study cancer due to the complexity and various forms of… read more here.
Keywords: machine learning; identifying cancer; cancer targets; learning methods ... See more keywords