Fully automatic classification of breast lesions on multi-parameter MRI using a radiomics model with minimal number of stable, interpretable features
Jing Zhang, Chenao Zhan, Chenxiu Zhang, Yang Song, Yan Xu, Yihao Guo, Tao Ai, Guang Yang
Topics & Concepts
Effective diffusion coefficientBreast MRIMagnetic resonance imagingRadiomicsMedicineSegmentationArtificial intelligenceLogistic regressionCohortSupport vector machineSørensen–Dice coefficientNuclear medicineRadiologyBreast cancerPattern recognition (psychology)Computer scienceImage segmentationPathologyMammographyCancerInternal medicineRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosisBreast Cancer Treatment Studies