Web based parallel/distributed medical data mining using software agents

Conference · Wed Dec 31 00:00:00 EST 1997

OSTI ID:585056

Kargupta, H; Stafford, B; Hamzaoglu, I

This paper describes an experimental parallel/distributed data mining system PADMA (PArallel Data Mining Agents) that uses software agents for local data accessing and analysis and a web based interface for interactive data visualization. It also presents the results of applying PADMA for detecting patterns in unstructured texts of postmortem reports and laboratory test data for Hepatitis C patients.

• Research Organization: Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
• Sponsoring Organization: USDOE, Washington, DC (United States)
• DOE Contract Number: W-7405-ENG-36
• OSTI ID: 585056
• Report Number(s): LA-UR-97-4725; CONF-971057-; ON: DE98002948; TRN: 98:001670
• Resource Relation: Conference: `97 AMIA annual fall symposium, Nashville, TN (United States), 25-29 Oct 1997; Other Information: PBD: 1997
• Country of Publication: United States
• Language: English

Related Subjects

55 BIOLOGY AND MEDICINE
BASIC STUDIES
99 MATHEMATICS
COMPUTERS
INFORMATION SCIENCE
MANAGEMENT
LAW
MISCELLANEOUS
HEPATITIS
PATIENTS
INFORMATION RETRIEVAL
PARALLEL PROCESSING
COMPUTER ARCHITECTURE
MEDICINE
INTERNET
PATTERN RECOGNITION
STATISTICS