Comparison of Intratumoral and Peritumoral Deep Learning, Radiomics, and Fusion Models for Predicting KRAS Gene Mutations in Rectal Cancer Based on Endorectal Ultrasound Imaging
Yajiao Gan, Qiping Hu, Qingling Shen, Lin Peng, Qingfu Qian, Minling Zhuo, Ensheng Xue, Zhikui Chen
Topics & Concepts
MedicineSurgical oncologyRadiomicsKRASColorectal cancerRadiologyFusion geneUltrasoundCancerOncologyInternal medicineGeneGeneticsBiologyRadiomics and Machine Learning in Medical ImagingColorectal Cancer Surgical TreatmentsColorectal and Anal Carcinomas