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MRI: Magnetic resonance imaging NAC: Neoadjuvant chemotherapy LABC: Locally advanced breast most cancers QUS: Quantitative ultrasound CT: Computed tomography AUC: Area under curve GLCM: Grey-stage-co-incidence matrix FLD: Fisher’s Linear discriminant SVM: Support vector equipment kNN: k-nearest neighbor ROI: Region of interest AC-T: Doxorubicin, Cyclophosphamide, Paclitaxel FEC-D: 5-Fluorouracil, Epirubicin, Cyclophosphamide, Docetaxel MAX: Maximum COR: Correlation ASM: Angular next instant: ENE: Energy ENT: Entropy STD: Standard deviation VAR: Variance MEA: Mean CON: Contrast HOM: Homogeneity DIS: Dissimilarity (DIS) NR: Non-responder R: Responder GRLM: Grey operate-size matrix GLSZM: Grey-amount size zone matrix<br><br> AU Extras properly referred to as for in this cell to analysis penned for by Mutual Arrangment. 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