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Investigating the roles of micrornas / lncrnas in characterizing breast cancer subtypes and prognosis

dc.contributor.authorPek, Reyhan Zeynep
dc.contributor.authorZavalsız, Muhammed Talha
dc.contributor.authorSerdar, Melis
dc.contributor.authorAlhajj, Lama
dc.contributor.authorAlhajj, Sleiman
dc.contributor.authorSailunaz, Kashfia
dc.contributor.authorÖzyer, Tansel
dc.contributor.authorRokne, Jon
dc.contributor.authorAlhajj, Reda
dc.date.accessioned2024-05-21T09:40:25Z
dc.date.available2024-05-21T09:40:25Z
dc.date.issued2023en_US
dc.identifier.citationPek, 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/10.1145/3625007.3627340en_US
dc.identifier.isbn9798400704093
dc.identifier.issn2473-9928
dc.identifier.issn2473-991X
dc.identifier.urihttp://dx.doi.org/10.1145/3625007.3627340
dc.identifier.urihttps://hdl.handle.net/20.500.12511/12485
dc.description.abstractMolecular 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.en_US
dc.description.sponsorshipACM SIGKDD. Association for Computing Machinery (ACM). et al. IEEE. IEEE Computer Society. IEEE TCDE.en_US
dc.language.isoengen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rightsAttribution International 4.0*
dc.subjectAdaboosten_US
dc.subjectBreast Canceren_US
dc.subjectDTen_US
dc.subjectKNNen_US
dc.subjectLncrnaen_US
dc.subjectLRen_US
dc.subjectMachine Learning Modelsen_US
dc.subjectMirnaen_US
dc.subjectMLPen_US
dc.subjectNBen_US
dc.subjectPythonen_US
dc.subjectRFen_US
dc.subjectSGDen_US
dc.subjectSubtypingen_US
dc.subjectSVMen_US
dc.titleInvestigating the roles of micrornas / lncrnas in characterizing breast cancer subtypes and prognosisen_US
dc.typeconferenceObjecten_US
dc.relation.ispartof15th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAMen_US
dc.departmentİstanbul Medipol Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentİstanbul Medipol Üniversitesi, Uluslararası Tıp Fakültesi, Dahili Tıp Bilimleri Bölümüen_US
dc.authorid0000-0003-1712-1581en_US
dc.authorid0009-0001-8153-9424en_US
dc.authorid0009-0009-1106-1507en_US
dc.authorid0000-0001-6657-9738en_US
dc.identifier.startpage588en_US
dc.identifier.endpage595en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.identifier.doi10.1145/3625007.3627340en_US
dc.institutionauthorPek, Reyhan Zeynep
dc.institutionauthorZavalsız, Muhammed Talha
dc.institutionauthorSerdar, Melis
dc.institutionauthorAlhajj, Lama
dc.institutionauthorAlhajj, Sleiman
dc.institutionauthorAlhajj, Reda
dc.identifier.wos001191293500094en_US
dc.identifier.scopus2-s2.0-85190627742en_US


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