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October 14, 2025Current Opinion in Oncology0 citations

Artificial intelligence in lung cancer: from diagnosis to therapy

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YWYong-Sheng WangLMLiyun MiaoCZCaicun Zhou

Key Points

  • This review evaluates the role of artificial intelligence in lung cancer management.
  • Review of current AI applications in lung cancer screening, diagnosis, and therapy.
  • Evaluation of AI in detecting lung nodules and risk classification.
  • Discussion on AI's integration with liquid biopsy and treatment planning.
  • AI shows potential in enhancing the accuracy of lung cancer diagnosis.
  • AI aids in the detection and differentiation of lung nodules.
  • AI contributes to informed treatment strategies in surgery, radiotherapy, and systemic therapy.

Abstract

Purpose of review This review focuses on the current role of artificial intelligence (AI) in lung cancer screening, diagnosis and therapy. We also highlight its strengths in improving the accuracy and efficiency of these processes. Recent findings We evaluate AI's potential in lung cancer screening and prevention, which involves lung nodules detection and differentiation, risk classification and monitoring, and even combination with liquid biopsy in early detection. Additionally, AI's value in patients’ selection and treatment planning during surgery, radiotherapy and systemic therapy has been demonstrated. Ultimately, AI's capability in predicting clinical outcomes and toxicities helps in making more informed decisions regarding treatment strategies. Summary Artificial intelligence demonstrates great potential in lung cancer management. Although there are limitations to AI and challenges remain, AI based interventions will play a key role in lung cancer management in future.

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Cite This Study

Wang et al. (2025) studied this question.

synapsesocial.com/papers/69254f92c0ce034ddc359ca5https://doi.org/10.1097/cco.0000000000001199
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