Radiomics under 2D regions, 3D regions, and peritumoral regions reveal tumor heterogeneity in non-small cell lung cancer: a multicenter study
Xingping Zhang, Guijuan Zhang, Xingting Qiu, Jiao Yin, Wenjun Tan, Xiaoxia Yin, Hong Yang, Liefa Liao, Hua Wang, Yanchun Zhang
Topics & Concepts
VoxelReceiver operating characteristicLung cancerLymphovascular invasionMedicineRadiomicsOncologyGenetic heterogeneityPhenotypeInternal medicineCancerPathologyRadiologyBiologyMetastasisBiochemistryGeneRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and TreatmentMRI in cancer diagnosis