Predicting Neoadjuvant Chemotherapy Response in Breast Cancer Using Multiparametric MRI-Based Radiomics and Machine Learning: A Systematic Review and Meta-Analysis of 1,469 Patients
Mohammadreza Elhaie, Abolfazl Koozari, M. Saeed Sheikh, Iraj Abedi
Topics & Concepts
RadiomicsMedicineBreast cancerSurgical oncologyLogistic regressionMagnetic resonance imagingOncologyMeta-analysisNeoadjuvant therapyBreast MRIRadiologySample size determinationClinical trialChemotherapyBreast imagingComplete responseReceiver operating characteristicInternal medicineSystematic reviewMachine learningMedical physicsMedical imagingArtificial intelligenceMEDLINEQuality assessmentPersonalized medicineArea under the curveMammographyPathologicalArea under curveCancerText miningRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosisBreast Cancer Treatment Studies