Acta Univ. Agric. Silvic. Mendelianae Brun. 2020, 68, 967-972

https://doi.org/10.11118/actaun202068060967
Published online 2020-12-17

Rationale for Replacement of the Destructive Test by Non-Destructive One in Medical Devices Manufacturing

Oldřich Beneš, David Hampel

Department of Statistics and Operation Analysis, Faculty of Business and Economics, Mendel University in Brno, Zemědělská 1, 613 00 Brno, Czech Republic

Received July 8, 2020
Accepted November 18, 2020

Due to expanding demand for the level of testing on one side and reduction of costs on the other side, the question how to replace expensive destructive testing of medical devices without compromising the quality of final product arising urgently. This situation is common within all highly regulated industries – in this article is addressed the problem from medical device manufacturing industry. Based on real data containing testing and validation datasets, logit model and classification tree model are estimated for establishing the relationship between result of destructive test and measurements of explored device. Results point to possibility of replacing destructive test by non-destructive one in our case.

References

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