TY - GEN
T1 - Constructing human brain-function association models from fMRI literature
AU - Hsiao, Mei Yu
AU - Chen, Der Yow
AU - Chen, Jyh Horng
PY - 2007
Y1 - 2007
N2 - Toward the goal of understanding the human brain function, we have developed a web-based Human Brain Functional Mapping Knowledge Base (HBFMKB) system to mining human brain-function association model from vast Medline abstracts. Since nomenclature and relationships among cognitive functions have no consensus yet, we use rule-based natural language processing methods to extract behavioral task and cognitive function and do n-gram approximate concept mapping by the Unified Medical Language system (UMLS) knowledge source. The HBFMKB system has an automatic PubMed MEDLINE download and import system, name entity extraction system and interactive visualization system. In summary, the HBFMKB system helps scientists to get digest knowledge before design experiments and compare their results with current literature.
AB - Toward the goal of understanding the human brain function, we have developed a web-based Human Brain Functional Mapping Knowledge Base (HBFMKB) system to mining human brain-function association model from vast Medline abstracts. Since nomenclature and relationships among cognitive functions have no consensus yet, we use rule-based natural language processing methods to extract behavioral task and cognitive function and do n-gram approximate concept mapping by the Unified Medical Language system (UMLS) knowledge source. The HBFMKB system has an automatic PubMed MEDLINE download and import system, name entity extraction system and interactive visualization system. In summary, the HBFMKB system helps scientists to get digest knowledge before design experiments and compare their results with current literature.
UR - http://www.scopus.com/inward/record.url?scp=57649217617&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=57649217617&partnerID=8YFLogxK
U2 - 10.1109/IEMBS.2007.4352509
DO - 10.1109/IEMBS.2007.4352509
M3 - Conference contribution
C2 - 18002175
AN - SCOPUS:57649217617
SN - 1424407885
SN - 9781424407880
T3 - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
SP - 1188
EP - 1191
BT - 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07
Y2 - 23 August 2007 through 26 August 2007
ER -