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Using meta-analysis and CNN-NLP to review and classify the medical literature for normal tissue complication probability in head and neck cancer.

Tsair-Fwu LeeYang-Wei HsiehPei-Ying YangChi-Hung TsengShen-Hao LeeJack YangLiyun ChangJia-Ming WuChin-Dar TsengPei-Ju Chao
Published in: Radiation oncology (London, England) (2024)
The study successfully merges MA and NLP, confirming high predictive accuracy for specific model-feature combinations. It introduces a time-based metric, words per minute (WPM), for efficiency and highlights the utility of MA and NLP in clinical research.
Keyphrases
  • systematic review
  • healthcare
  • machine learning
  • meta analyses
  • deep learning
  • case control