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| Avtorstvo: |
Vlado STANKOVSKI // 1.01 Izvirni znanstveni članek
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| Leto: |
2001 |
| Citat: |
ZUPAN, Blaž, DEMŠAR, Janez, SMRKE, Dragica, BOŽIKOV,
K., STANKOVSKI, Vlado, BRATKO, Ivan, BECK, J.R. Predicting patient's long - term
clinical status after hip arthroplasty using hierarchical decision modelling and
data mining. Methods inf. med., 2001, vol. 40, str. 25-31.
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| Povzetek: |
Construction of a prognostic model is presented for the long-term
outcome after femoral neck fracture treatment with implantation of hip
endoprosthesis.While the model is induced from the follow-up data, we show that
the use of additional expert knowledge is absolutely crucial to obtain good
predictive accuracy. A schema is proposed where domain knowledge is encoded as a
hierarchical decision model of which only a part is induced from the data while
the rest is specified by the expert. Although applied to hip endoprosthesis
domain, the proposed schema is general and can be used for the construction of
other prognostic models where both follow-up data and human expertise is
available. [COBISS.SI-ID 2187092]
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| Tipologija: |
1.01 Izvirni znanstveni članek |
| COBISS ID |
2187092 Polni zapis iz sistema COBISS |
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Vpisal 2009/06/10 11:56
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