From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study

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	Similar Articles Articles by Pamela Thompson Articles by Xin Zhang Articles by Wenxin Jiang Articles by Zbigniew W. Ras

2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07)

Silicon Valley, California, USA

November 02-November 05

ISBN: 0-7695-3027-3

	ASCII Text	x
	Pamela Thompson, Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, "From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study," Intelligent Agent Technology, IEEE / WIC / ACM International Conference on, pp. 203-206, 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07), 2007.

	BibTex	x
	@article{ 10.1109/IAT.2007.88, author = {Pamela Thompson and Xin Zhang and Wenxin Jiang and Zbigniew W. Ras}, title = {From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study}, journal ={Intelligent Agent Technology, IEEE / WIC / ACM International Conference on}, volume = {0}, year = {2007}, isbn = {0-7695-3027-3}, pages = {203-206}, doi = {http://doi.ieeecomputersociety.org/10.1109/IAT.2007.88}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on TI - From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study SN - 0-7695-3027-3 SP203 EP206 A1 - Pamela Thompson, A1 - Xin Zhang, A1 - Wenxin Jiang, A1 - Zbigniew W. Ras, PY - 2007 KW - null VL - 0 JA - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on ER -

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IAT.2007.88

Many definitions for tinnitus exist and causes and treatments are plentiful, yet not completely understood. A database of eleven tables, as many as 555 unique patien tuples and numerous time-stamped and other features was obtained for knowledge discovery related to causes and treatments of tinnitus. The paper describes the knowledge discovery and machine learning process and introduces several new temporal features to improve tinnitus evaluation, outcomes analysis, and overall understanding. Through automated analysis it is the goal of the authors to determine unknown yet potentially useful attributes related to tinnitus research.

Citation:

Pamela Thompson, Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, "From Mining Tinnitus Database to Tinnitus Decision-Support System, Initial Study," iat, pp.203-206, 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07), 2007

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