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Artificial Intelligence in Head and Neck Cancer: An Umbrella Review.

George V Joy1, Jibin Kunjavara1, Kamaruddeen Mannethodi1

  • 1Nursing & Midwifery Research, Hamad Medical Corporation, Doha, QAT.

Cureus
|June 4, 2026
PubMed
Summary

Artificial intelligence (AI), specifically convolutional neural networks (CNNs), enhances head and neck cancer (HNC) care. AI-powered clinical decision support systems (CDSS) improve diagnosis, treatment, and prognosis, but require further validation for clinical use.

Keywords:
artificial intelligence (ai)convolutional neural networks (cnn)deep learning (dl)diagnosticshead and neck cancer (hnc)machine learning (ml)prognosticsradiomicssystematic reviewstreatment planning

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