Non-invasive prediction of microsatellite instability in colorectal cancer by a genetic algorithm–enhanced artificial neural network–based CT radiomics signature
Xiaobo Chen, Lan He, Qingshu Li, Liu Liu, Suyun Li, Yuan Zhang, Zaiyi Liu, Yanqi Huang, Yun Mao, Xin Chen
Topics & Concepts
Microsatellite instabilityMedicineLogistic regressionRadiomicsColorectal cancerStage (stratigraphy)Feature selectionOncologyNeuroradiologyArtificial intelligenceInternal medicineRadiologyAlgorithmCancerComputer scienceNeurologyMicrosatelliteBiologyAllelePsychiatryGenePaleontologyBiochemistryRadiomics and Machine Learning in Medical ImagingColorectal Cancer Surgical TreatmentsFerroptosis and cancer prognosis