Prediction of postoperative intensive care unit admission with artificial intelligence models in non-small cell lung carcinoma.

Journal: European journal of medical research
PMID: 40234958

Abstract

BACKGROUND: There is no standard practice for intensive care admission after non-small cell lung cancer surgery. In this study, we aimed to determine the need for intensive care admission after non-small cell lung cancer surgery with deep learning models.

Authors

  • Gizem Özçıbık Işık
    Department of Thoracic Surgery, Istanbul University Cerrahpasa-Cerrahpasa Medical School, Yeşilköy Cerrahpaşa Tıp Fakültesi Prof. Dr. Murat Dilmener Hastanesi, Yeşilköy, Yeşilköy Caddesi, Bakırköy, Istanbul, Türkiye.
  • Burcu Kılıç
    Department of Thoracic Surgery, Istanbul University Cerrahpasa-Cerrahpasa Medical School, Yeşilköy Cerrahpaşa Tıp Fakültesi Prof. Dr. Murat Dilmener Hastanesi, Yeşilköy, Yeşilköy Caddesi, Bakırköy, Istanbul, Türkiye.
  • Ezel Erşen
    Department of Thoracic Surgery, Istanbul University Cerrahpasa-Cerrahpasa Medical School, Yeşilköy Cerrahpaşa Tıp Fakültesi Prof. Dr. Murat Dilmener Hastanesi, Yeşilköy, Yeşilköy Caddesi, Bakırköy, Istanbul, Türkiye.
  • Mehmet Kamil Kaynak
    Department of Thoracic Surgery, Istanbul University Cerrahpasa-Cerrahpasa Medical School, Yeşilköy Cerrahpaşa Tıp Fakültesi Prof. Dr. Murat Dilmener Hastanesi, Yeşilköy, Yeşilköy Caddesi, Bakırköy, Istanbul, Türkiye.
  • Akif Turna
    Department of Thoracic Surgery, Istanbul University Cerrahpasa-Cerrahpasa Medical School, Yeşilköy Cerrahpaşa Tıp Fakültesi Prof. Dr. Murat Dilmener Hastanesi, Yeşilköy, Yeşilköy Caddesi, Bakırköy, Istanbul, Türkiye.
  • Onur Sefa Özçıbık
    Department of Computer Engineering, Bogazici University Bogazici University, Istanbul, Türkiye.
  • Tülay Yıldırım
    Department of Electronics and Communications, Yildiz Technical University, Istanbul, Türkiye.
  • Hasan Volkan Kara
    Department of Thoracic Surgery, Istanbul University Cerrahpasa-Cerrahpasa Medical School, Yeşilköy Cerrahpaşa Tıp Fakültesi Prof. Dr. Murat Dilmener Hastanesi, Yeşilköy, Yeşilköy Caddesi, Bakırköy, Istanbul, Türkiye. ozcibikisikgizem@gmail.com.

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