Preoperative prediction of regional lymph node metastasis of colorectal cancer based on 18F-FDG PET/CT and machine learning
Jiahong He, Quanshi Wang, Yin Zhang, Hubing Wu, Yongsheng Zhou, Shuangquan Zhao
Topics & Concepts
MedicineLogistic regressionArtificial intelligenceColorectal cancerRandom forestMachine learningReceiver operating characteristicTest setSupport vector machineLasso (programming language)RadiomicsLymph node metastasisMetastasisGradient boostingCancerRadiologyInternal medicineComputer scienceWorld Wide WebRadiomics and Machine Learning in Medical ImagingColorectal Cancer Surgical TreatmentsLung Cancer Diagnosis and Treatment