Investigating the roles of micrornas / lncrnas in characterizing breast cancer subtypes and prognosis
Yükleniyor...
Tarih
2023
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
Attribution International 4.0
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
Özet
Molecular subtyping is a method of separating tumor clusters in a cancer type with common features according to molecular data and classification models. Genome datasets are taken from many different people and some genetic material, more precisely genetic markers, are obtained to predict the presence of a disease. In addition, breast cancer occurs due to mutation or modification observed in cells. miRNAs and lncRNAs take participation in cell cycle, regulation, and even chromatic inhibition of cell. For example, miRNAs function in cell cycle regulation as the degradation of mRNAs. Therefore, the aim of this work is to investigate the roles of miRNAs and lncRNAs in prognosis and characterizing the subtypes of Breast Cancer.
Açıklama
Anahtar Kelimeler
Adaboost, Breast Cancer, DT, KNN, Lncrna, LR, Machine Learning Models, Mirna, MLP, NB, Python, RF, SGD, Subtyping, SVM
Kaynak
15th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
Sayı
Künye
Pek, R. Z., Zavalsız, M. T., Serdar, M., Alhajj, L., Alhajj, S., Sailunaz, K. ... Alhajj, R. (2023). Investigating the roles of micrornas / lncrnas in characterizing breast cancer subtypes and prognosis. 15th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM içinde (588-595. ss.). November 6-9, 2023. http://dx.doi.org/10.1145/3625007.3627340











