Frontiers in Medicine (Jan 2024)

Research in the application of artificial intelligence to lung cancer diagnosis

  • Wenjuan Liu,
  • Nan Shen,
  • Limin Zhang,
  • Xiaoxi Wang,
  • Bainan Chen,
  • Zhuo Liu,
  • Chao Yang

DOI
https://doi.org/10.3389/fmed.2024.1343485
Journal volume & issue
Vol. 11

Abstract

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The morbidity and mortality rates in lung cancer are high worldwide. Early diagnosis and personalized treatment are important to manage this public health issue. In recent years, artificial intelligence (AI) has played increasingly important roles in early screening, auxiliary diagnosis, and prognostic assessment. AI uses algorithms to extract quantitative feature information from high-volume and high-latitude data and learn existing data to predict disease outcomes. In this review, we describe the current uses of AI in lung cancer-focused pathomics, imageomics, and genomics applications.

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