Differentiating adenocarcinoma and squamous cell carcinoma in lung cancer using semi automated segmentation and radiomics.

Journal: Radiography (London, England : 1995)
Published Date: Jun 24, 2025

Abstract

INTRODUCTION: Adenocarcinoma (AD) and squamous cell carcinoma (SCC) are frequently observed forms of non-small cell lung cancer (NSCLC), playing a significant role in global cancer mortality. This research categorizes NSCLC subtypes by analyzing image details using computer-assisted semi-automatic segmentation and radiomic features in model development.

Authors

  • R Vijitha
    Department of Radiography & Radiotherapy, Faculty of Allied Health Sciences, General Sir John Kotelawala Defence University, Ratmalana, Sri Lanka.
  • W M I S Wickramasinghe
    Department of Radiography & Radiotherapy, Faculty of Allied Health Sciences, General Sir John Kotelawala Defence University, Ratmalana, Sri Lanka.
  • P A S Perera
    Apeksha Hospital Mahargama, Sri Lanka.
  • R M G C S B Jayatissa
    Apeksha Hospital Mahargama, Sri Lanka.
  • R T Hettiarachchi
    Department of Radiography & Radiotherapy, Faculty of Allied Health Sciences, General Sir John Kotelawala Defence University, Ratmalana, Sri Lanka. Electronic address: rish251199@gmail.com.
  • H A R V Alwis
    Department of Radiography & Radiotherapy, Faculty of Allied Health Sciences, General Sir John Kotelawala Defence University, Ratmalana, Sri Lanka.

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