Deep versus Handcrafted Tensor Radiomics Features: Prediction of Survival in Head and Neck Cancer Using Machine Learning and Fusion Techniques.
Diagnostics (Basel, Switzerland)(2023)
摘要
This study showed that tensor DF combined with proper machine learning approaches enhanced survival prediction performance compared to conventional DF, tensor and conventional RF, and end-to-end CNN frameworks.
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关键词
head and neck squamous cell carcinomas, deep learning features, radiomic features, hybrid machine learning methods, deep learning algorithms, progression-free survival
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