Title :
An online analysis and information fusion platform for heterogeneous biomedical informatics data
Author :
Ganta, Srivatsava Ranjit ; Kasturi, Jyotsna ; Gilbertson, John ; Acharya, Raj
Author_Institution :
Dept. of Comput. Sci. & Eng., Pennsylvania State Univ., University Park, PA, USA
Abstract :
Current research in biomedical informatics involves analysis of multiple heterogeneous data sets. This includes patient demographics, clinical and pathology data, treatment history, patient outcomes as well as gene expression, DNA sequences and other information sources such as gene ontologies. Analysis of these data sets could lead to better disease diagnosis, prognosis, treatment and drug discovery. However, the extent of knowledge that can be extracted from individual data sets is limited Recently, there has been a lot of focus on techniques that analyze genomic data sources in an integrated manner through information fusion. This places a need for an online platform to analyze biomedical informatics data sets using these techniques. We present here an online data warehouse to perform data exploration and analysis across heterogeneous biomedical informatics data sets with the aid of information fusion. The prototype platform is available at http://biogeowarehouse.cse.psu.edu.
Keywords :
DNA; data analysis; data warehouses; demography; diseases; drugs; genetics; medical information systems; ontologies (artificial intelligence); patient diagnosis; patient treatment; DNA sequence; clinical data; data analysis; data exploration; disease diagnosis; drug discovery; gene expression; gene ontology; genomic data source; heterogeneous biomedical informatics data; information fusion platform; information source; multiple heterogeneous data set; online analysis; online data warehouse; pathology data; patient demographics; patient outcomes; prognosis; prototype platform; treatment history; Biomedical informatics; DNA; Data analysis; Demography; Gene expression; History; Information analysis; Medical treatment; Pathology; Sequences;
Conference_Titel :
Computer-Based Medical Systems, 2005. Proceedings. 18th IEEE Symposium on
Print_ISBN :
0-7695-2355-2
DOI :
10.1109/CBMS.2005.28