Multiclassifier Radiomics Analysis of Ultrasound for Prediction of Extrathyroidal Extension in Papillary Thyroid Carcinoma in Children
Jie Li, Fantong Xia, Xiaoqing Wang, Yan Jin, Jie Yan, Wei Xi, Qiang Zhao
Abstract
Our combined model based on machine learning and ultrasonic radiomics demonstrate the excellent predictive ability for extrathyroidal extension (ETE) in pediatric PTC.
Topics & Concepts
Random forestSupport vector machineCohortArtificial intelligenceMedicineThyroid carcinomaLasso (programming language)UltrasoundMachine learningMatthews correlation coefficientRadiologyThyroidComputer scienceInternal medicineWorld Wide WebRadiomics and Machine Learning in Medical ImagingThyroid Cancer Diagnosis and TreatmentArtificial Intelligence in Healthcare and Education