基于自动乳腺全容积成像（ABVS）影像组学的机器学习模型鉴别BI-RADS 4类病灶良恶性的临床价值.zip

# ABVS_BI-RADS4_ML_Classifier Codes for paper: Machine learning based on automated breast volumescanner (ABVS) radiomics for differential diagnosisof benign and malignant BI-RADS 4 lesions. https://doi.org/10.1002/ima.22724 ## Dependecies: * scikit-learn == 1.0.2 * eli5 == 0.11.0 * statsmodels == 0.12.2 * umap == 0.1.1 * tensorflow == 2.6.0 * seaborn == 0.11.1 * matplotlib == 3.5.1 * minepy = 1.2.5 * pymrmr = 0.1.11 * keras == 2.6.0 ## How to use: Run **main_paper2_V5-2.ipynb** to get merely all results for the paper. Run **main_paper2_V5_Supplement.ipynb** to get additional results for the paper.