In genetic studies, polygenic diseases are often analyzed searching for marker patterns that play a significant role in the susceptibility to the disease. In this paper we consider a dataset regarding periodontitis, that includes the analysis of nine genetic markers for 148 patients. We analyze these data by using two APRIORI-based algorithms: APRIORISD and APRIORI with filtering. The discovered rules (especially those found by APRIORI with filtering) confirmed the results published on periodontitis.
Marker Analysis with APRIORI-Based Algorithms
GAMBERONI, Giacomo;LAMMA, Evelina;RIGUZZI, Fabrizio;STORARI, Sergio;SCAPOLI, Chiara
2006
Abstract
In genetic studies, polygenic diseases are often analyzed searching for marker patterns that play a significant role in the susceptibility to the disease. In this paper we consider a dataset regarding periodontitis, that includes the analysis of nine genetic markers for 148 patients. We analyze these data by using two APRIORI-based algorithms: APRIORISD and APRIORI with filtering. The discovered rules (especially those found by APRIORI with filtering) confirmed the results published on periodontitis.File in questo prodotto:
Non ci sono file associati a questo prodotto.
I documenti in SFERA sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
