Development and Validation of Machine Learning Model Platelet Index-based Predictor for Colorectal Cancer Stage.

Journal: Asian Pacific journal of cancer prevention : APJCP
PMID: 39733436

Abstract

INTRODUCTION: Colorectal cancer (CRC) staging is essential for effective treatment planning and prognosis. While platelet indices have shown promise in indicating CRC aggressiveness, a platelet index-based predictor for CRC staging has not been established in Indonesia. This study aimed to explore the relationship between platelet indices and CRC stage and to develop a predictive model and application.

Authors

  • Citra Aryanti
    Departement of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, South Sulawesi, Indonesia.
  • Ronald Erasio Lusikooy
    Division of Digestive Surgery, Department of Surgery, Hasanuddin University, Indonesia.
  • Samuel Sampetoding
    Division of Digestive Surgery, Department of Surgery, Hasanuddin University, Indonesia.
  • Sachraswaty R Laidding
    Departement of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, South Sulawesi, Indonesia.
  • Warsinggih Warsinggih
    Division of Digestive Surgery, Department of Surgery, Hasanuddin University, Indonesia.
  • Erwin Syarifuddin
    Division of Digestive Surgery, Department of Surgery, Hasanuddin University, Indonesia.
  • Julianus Aboyaman Uwuratuw
    Division of Digestive Surgery, Department of Surgery, Hasanuddin University, Indonesia.
  • Muhammad Ihwan Kusuma
    Departement of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, South Sulawesi, Indonesia.
  • Ibrahim Labeda
    Division of Digestive, Department of Surgery, Dr. Wahidin Sudirohusodo General Hospital, Makassar, South Sulawesi, Indonesia.
  • Murny Abdul Rauf
    Department of Surgery, Hasanuddin University, Makasar, South Sulawesi, Indonesia.

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