Improved CNN and YOLOv8 based Deep Learning Model for Lung Cancer Classification Akciger Kanseri Siniflandirmasinda Gelistirilmis CNN ve YOLOv8 tabanli Derin grenme Modeli

Unlu T. T., KAHRAMAN S.

33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu66497.2025.11112371
  • Basıldığı Şehir: İstanbul
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: CNN, Deep learning, Lung cancer, YOLOv8
  • İstanbul Ticaret Üniversitesi Adresli: Evet

Özet

Lung cancer is one of the most important health problems today. Early detection can prevent it from resulting in death. Recently, with the widespread use of machine learning algorithms, many diseases can be diagnosed earlier. In this study, lung cancer diagnosis was performed with high accuracy on a dataset consisting of computed tomography images obtained from Kaggle using improved CNN and YOLOv8 machine learning algorithms.