Title :
Multi-level prioritization of autism susceptibility genes based on different models
Author :
Lejun Gong ; Yunyang Yan
Author_Institution :
Fac. of Comput. Eng., Huaiyin Inst. of Technol., Huaian, China
Abstract :
In this paper, we proposed an approach of the multi-level ranking autism susceptibility genes based on different models for exploring the genetic complexity of autism. Our approach is divided into two phases. In the first prioritization phase, we extracted and prioritized genes from a large volume of biomedical literatures. These genes extracted were separated into seeds and candidates. In the secondary prioritization phase, we used seed genes to further prioritize candidates based on Endeavour. Experimental results show the approach is promising for extracting and predicting autism susceptibility genes.
Keywords :
genetics; knowledge acquisition; medical disorders; autism susceptibility gene; biomedical literature; gene extraction; multigenetic complexity; multilevel prioritization; Autism; Bioinformatics; Genetics; Humans; Proteins; Training; autism susceptibility genes; gene prioritization; text mining;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6019858