Diagnosis of sport injuries with machine learning: explanation of induced decisions

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10th IEEE Symposium on Computer-Based Medical Systems (CBMS'97)

Maribor, SLOVENIA

March 11-March 13

ISBN: 0-8186-7928-X

	ASCII Text	x
	I. Zelic, I. Kononenko, N. Lavrac, V. Vuga, "Diagnosis of sport injuries with machine learning: explanation of induced decisions," Computer-Based Medical Systems, IEEE Symposium on, pp. 195, 10th IEEE Symposium on Computer-Based Medical Systems (CBMS'97), 1997.

	BibTex	x
	@article{ 10.1109/CBMS.1997.596433, author = {I. Zelic and I. Kononenko and N. Lavrac and V. Vuga}, title = {Diagnosis of sport injuries with machine learning: explanation of induced decisions}, journal ={Computer-Based Medical Systems, IEEE Symposium on}, volume = {0}, year = {1997}, issn = {1063-7125}, pages = {195}, doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.1997.596433}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer-Based Medical Systems, IEEE Symposium on TI - Diagnosis of sport injuries with machine learning: explanation of induced decisions SN - 1063-7125 SP EP A1 - I. Zelic, A1 - I. Kononenko, A1 - N. Lavrac, A1 - V. Vuga, PY - 1997 KW - medical expert systems; sport injury diagnosis; machine learning; induced decisions; machine learning techniques; knowledge extraction; medical databases; machine learning algorithms; diagnostic knowledge VL - 0 JA - Computer-Based Medical Systems, IEEE Symposium on ER -

I. Zelic, INFONET, Kranj, Slovenia

I. Kononenko, INFONET, Kranj, Slovenia

N. Lavrac, INFONET, Kranj, Slovenia

V. Vuga, INFONET, Kranj, Slovenia

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CBMS.1997.596433

Machine learning techniques can be used to extract knowledge from data stored in medical databases. In our application, various machine learning algorithms were used to extract diagnostic knowledge to support decisions in the diagnosis of sport injuries.

Index Terms:

medical expert systems; sport injury diagnosis; machine learning; induced decisions; machine learning techniques; knowledge extraction; medical databases; machine learning algorithms; diagnostic knowledge

Citation:

I. Zelic, I. Kononenko, N. Lavrac, V. Vuga, "Diagnosis of sport injuries with machine learning: explanation of induced decisions," cbms, pp.195, 10th IEEE Symposium on Computer-Based Medical Systems (CBMS'97), 1997

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