Machine-Learning and Radiomics-Based Preoperative Prediction of Ki-67 Expression in Glioma Using MRI Data
Jiaying Ni, Hongjian Zhang, Qing Yang, Xiao Fan, Junqing Xu, Sun Jianing, Junxia Zhang, Yifang Hu, Zheming Xiao, Yuhong Zhao, Hongli Zhu, Xian Shi, Wei Feng, Junjie Wang, Cheng Wan, Xin Zhang, Yun Liu, Yongping You, Yun Yu
Topics & Concepts
Random forestArtificial intelligenceFeature selectionSupport vector machineFluid-attenuated inversion recoveryMagnetic resonance imagingGliomaNaive Bayes classifierLasso (programming language)MedicineComputer scienceSegmentationReceiver operating characteristicPattern recognition (psychology)Machine learningRadiologyWorld Wide WebCancer researchRadiomics and Machine Learning in Medical ImagingGlioma Diagnosis and TreatmentBrain Tumor Detection and Classification