Large-scale multimodal mining for healthcare with MapReduce

IHI'10 - Proceedings of the 1st ACM International Health Informatics Symposium

Volumn , Issue , 2010, Pages 479-483

  Wang, Fei ^a   Ercegovac, Vuk ^a   Syeda Mahmood, Tanveer ^a   Holder, Akintayo ^b   Shekita, Eugene ^a   Beymer, David ^a   Xu, Lin Hao ^c  

^a IBM ALMADEN RESEARCH CENTER   (United States)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

^c IBM RESEARCH   (United States)

Author keywords

hadoop mapreduce; high performance computing; multimodal mining for healthcare

Indexed keywords

AUTOMATIC PARALLELIZATION; CLINICAL DECISION SUPPORT SYSTEMS; DATA SETS; GENERIC FRAMEWORKS; HIGH-PERFORMANCE COMPUTING; MAP-REDUCE; MINING ALGORITHMS; MINING SYSTEMS; MULTI-MODAL; MULTI-MODAL DATA; OPEN SOURCE IMPLEMENTATION; PARALLEL PROCESSING; PATIENT DATA; PERIOD ESTIMATION; PETABYTES; PORTABLE MEDICAL DEVICE; SIMILARITY SEARCH;

ARTIFICIAL INTELLIGENCE; DATA MINING; DECISION MAKING; DECISION SUPPORT SYSTEMS; DECISION THEORY; HEALTH CARE; HOSPITAL DATA PROCESSING; INFORMATION MANAGEMENT; INFORMATION SCIENCE;

MEDICAL COMPUTING;

EID: 78650955899     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1882992.1883067     Document Type: Conference Paper

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