Assessment of COVID-19-Related Genes Through Associative Classification Techniques

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BALIKÇI ÇİÇEK İ., Kaya M. O., ÇOLAK C.

KONURALP TIP DERGISI, cilt.14, sa.1, ss.1-8, 2022 (ESCI, TRDizin)

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 14 Sayı: 1
  • Basım Tarihi: 2022
  • Doi Numarası: 10.18521/ktd.958555
  • Dergi Adı: KONURALP TIP DERGISI
  • Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI), TR DİZİN (ULAKBİM)
  • Sayfa Sayıları: ss.1-8
  • Anahtar Kelimeler: Association Rules, Associative Classification, COVID-19, Genes, Classification, ADAPTIVE LASSO
  • Açık Arşiv Koleksiyonu: AVESİS Açık Erişim Koleksiyonu
  • İnönü Üniversitesi Adresli: Evet

Özet

Objective: This study aims to classify COVID-19 by applying the associative classification method on the gene data set consisting of open access COVID-19 negative and positive patients and revealing the disease relationship with these genes by identifying the genes that cause COVID-19.