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Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma

Yuanpeng Zhang, Saikit Lam, Tingting Yu, Xinzhi Teng, Jiang Zhang, Francis Kar-Ho Lee, Kwok‐Hung Au, Celia Wai-Yi Yip, Shitong Wang, Jing Cai

2021Knowledge-Based Systems36 citationsDOI

Topics & Concepts

OverfittingArtificial intelligenceRadiomicsComputer sciencePattern recognition (psychology)Ensemble learningClassifier (UML)Machine learningMerge (version control)RegressionMathematicsStatisticsArtificial neural networkInformation retrievalRadiomics and Machine Learning in Medical ImagingHead and Neck Cancer StudiesAI in cancer detection
Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma | Litcius