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One or more keywords matched the following properties of Giger, Maryellen L.
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keywords computer-aided diagnosis, machine learning, breast cancer, deep learning, radiomics, COVID-19
One or more keywords matched the following items that are connected to Giger, Maryellen L.
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Academic Article Prediction of clinical phenotypes in invasive breast carcinomas from the integration of radiomics and genomics data.
Academic Article Special Section Guest Editorial:Radiomics and Imaging Genomics: Quantitative Imaging for Precision Medicine.
Academic Article MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays.
Academic Article Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set.
Academic Article Breast MRI radiomics: comparison of computer- and human-extracted imaging phenotypes.
Academic Article Quantitative texture analysis: robustness of radiomics across two digital mammography manufacturers' systems.
Academic Article Most-enhancing tumor volume by MRI radiomics predicts recurrence-free survival "early on" in neoadjuvant treatment of breast cancer.
Academic Article Special Section Guest Editorial: Radiomics and Deep Learning.
Academic Article Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset.
Academic Article Combined Benefit of Quantitative Three-Compartment Breast Image Analysis and Mammography Radiomics in the Classification of Breast Masses in a Clinical Data Set.
Academic Article Digital Mammography in Breast Cancer: Additive Value of Radiomics of Breast Parenchyma.
Academic Article Variation in algorithm implementation across radiomics software.
Academic Article Radiomics robustness assessment and classification evaluation: A two-stage method demonstrated on multivendor FFDM.
Academic Article Breast MRI radiomics for the pretreatment prediction of response to neoadjuvant chemotherapy in node-positive breast cancer patients.
Academic Article Radiomics methodology for breast cancer diagnosis using multiparametric magnetic resonance imaging.
Academic Article Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Methods.
Academic Article Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers.
Academic Article Criteria for the translation of radiomics into clinically useful tests.
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  • Radiomics