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The prognostic value of machine learning techniques versus cox regression model for head and neck cancer

Jiajia Peng, Yongmei Lu, Li Chen, Ke Qiu, Fei Chen, Jun Liu, Wei Xu, Wei Zhang, Yu Zhao, Zhonghua Yu, Jianjun Ren

2022Methods20 citationsDOI

Topics & Concepts

Brier scoreMedicineReceiver operating characteristicHead and neck cancerProportional hazards modelRandom forestGradient boostingArtificial intelligenceRegressionDecision treeSupport vector machineOncologyCohortConcordanceRegression analysisCancerInternal medicineMachine learningStatisticsComputer scienceMathematicsHead and Neck Cancer StudiesRadiomics and Machine Learning in Medical ImagingThyroid Cancer Diagnosis and Treatment
The prognostic value of machine learning techniques versus cox regression model for head and neck cancer | Litcius