Classification of Tumor and Normal Tissue Gene Expression in Lung Adenocarcinoma Using Support Vector Machine and Gaussian Process Classification

Lung adenocarcinoma (LUAD) is a major cause of cancer-related mortality worldwide. This study aims to identify potential LUAD biomarkers and develop robust classification models using the GSE151101 microarray dataset. Preprocessing included RMA normalization, ComBat batch-effect correction, and feat...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Rahmadi Yotenka, Adhitya Ronnie Effendie, Rohmatul Fajriyah
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Politeknik Negeri Batam 2025-12-01
Edice:	Journal of Applied Informatics and Computing
Témata:	biomarker gene expression gpc lung adenocarcinoma svm
On-line přístup:	https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/11763
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!