Granulomatous Mastitis

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Differentiation of Malignancy and Idiopathic Granulomatous Mastitis Presenting as Non-mass Lesions on MRI: Radiological, Clinical, Radiomics, and Clinical-Radiomics Models.

Academic radiology 38641449

RATIONALE AND OBJECTIVES: To investigate the effectiveness of machine learning-based clinical, radiomics, and combined models in differentiating idiopathic granulomatous mastitis (IGM) from malignancy, both presenting as non-mass enhancement (NME) le...

Adult Aged Breast Breast Neoplasms Diagnosis, Differential Female Granulomatous Mastitis Humans Machine Learning Magnetic Resonance Imaging Middle Aged Radiomics Retrospective Studies

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Development of a machine learning-based diagnostic model using hematological parameters to differentiate periductal mastitis from granulomatous lobular mastitis.

Science progress 40223288

ObjectiveNonpuerperal mastitis (NPM) is an inflammatory condition, including periductal mastitis (PDM) and granulomatous lobular mastitis (GLM). The clinical manifestations of PDM and GLM are highly similar, posing significant challenges in their dif...

Adult Algorithms Area Under Curve Diagnosis, Differential Female Granulomatous Mastitis Humans Logistic Models Machine Learning Mastitis Middle Aged Retrospective Studies ROC Curve

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Granulomatous Mastitis

Differentiation of Malignancy and Idiopathic Granulomatous Mastitis Presenting as Non-mass Lesions on MRI: Radiological, Clinical, Radiomics, and Clinical-Radiomics Models.

Development of a machine learning-based diagnostic model using hematological parameters to differentiate periductal mastitis from granulomatous lobular mastitis.

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