Title :
Unweaving regulatory networks: automated extraction from literature and statistical analysis
Author :
Rzhetsky, Andrey
Author_Institution :
Dept. of Med. Inforrnatics & Columbia Genome Center, Columbia Univ., New York, NY, USA
Abstract :
Summary form only given. In the first part of the talk I will describe our on-going effort to build a natural language processing system extracting information on interactions between genes and proteins from research articles. In the second part of the talk I will introduce an algorithm for predicting molecular networks from sequence data and stochastic models of birth of scale-free networks.
Keywords :
biology computing; genetics; natural languages; proteins; statistical analysis; algorithm; automated extraction from literature; information extraction; molecular networks prediction; natural language processing system; research articles; scale-free networks birth; stochastic models; unweaving regulatory networks; Bioinformatics; Biomedical informatics; Data mining; Genomics; Prediction algorithms; Predictive models; Proteins; Statistical analysis; Stochastic processes; USA Councils;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1053237
