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Artificial intelligence to predict outcomes of head and neck radiotherapy.

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第一作者: Chulmin,Bang
第一单位: Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.
作者单位: Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada. [1] Centre de recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.;Polytechnique Montréal, Montreal, QC, Canada. [2] Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.;Centre de recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.;Université de Montréal, Montreal, QC, Canada. [3] Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.;Centre de recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada. [4]
关键词 ADASYN, adaptive synthetic samplingAI, artificial intelligenceANN, artificial neural networkAUC, Area Under the ROC CurveArtificial intelligenceBMI, body mass indexC-Index, concordance indexCART, Classification and Regression TreeCBCT, cone-beam computed tomographyCIFE, conditional informax feature extractionCNN, convolutional neural networkCRT, chemoradiationCT, computed tomographyCancer outcomesDL, deep learningDM, distant metastasisDSC, Dice Similarity CoefficientDSS, clinical decision support systemsDT, Decision TreeDVH, Dose-volume histogramGANs, Generative Adversarial NetworksGB, Gradient boostingGPU, graphical process unitsHNC, head and neck cancerHPV, human papillomavirusHR, hazard ratioHead and neck cancerIAMB, incremental association Markov blanketIBDM, image based data miningIBMs, image biomarkersIMRT, intensity-modulated RTKNN, k nearest neighborLLR, Local linear forestLR, logistic regressionLRR, loco-regional recurrenceMIFS, mutual information based feature selectionML, machine learningMRI, Magnetic resonance imagingMRMR, Minimum redundancy feature selectionMachine learningN-MLTR, Neural Multi-Task Logistic RegressionNPC, nasopharynxNTCP, Normal Tissue Complication ProbabilityOPC, oropharyngeal cancerORN, osteoradionecrosisOS, overall survivalPCA, Principal component analysisPET, Positron emission tomographyPG, parotid glandsPLR, Positive likelihood ratioPM, pharyngeal mucosaPTV, Planning target volumesPreSANet, deep preprocessor module and self-attentionPredictive modelingQUANTEC, Quantitative Analyses of Normal Tissue Effects in the ClinicRF, random forestRFC, random forest classifierRFS, recurrence free survivalRLR, Rigid logistic regressionRRF, Regularized random forestRSF, random survival forestRT, radiotherapyRTLI, radiation-induced temporal lobe injuryRadiomicSDM, shared decision makingSMG, submandibular glandsSMOTE, synthetic minority over-sampling techniqueSTIC, sticky salivaSVC, support vector classifierSVM, support vector machineXGBoost, extreme gradient boosting
DOI 10.1016/j.ctro.2023.100590
PMID 36935854
发布时间 2024-09-14
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Clinical and translational radiation oncology

Clinical and translational radiation oncology

2023年39卷

100590页

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