Introduction Over the last decade, the field of medical imaging experienced an exponential growth, leading to the development of radiomics, with which innumerable quantitative features are obtained from digital medical images, providing a comprehensive characterization of the tumor. This review aims to assess the role of this emerging diagnostic tool in breast cancer, focusing on the ability of radiomics to predict malignancy, response to neoadjuvant chemotherapy, prognostic factors, molecular subtypes, and risk of recurrence. Evidence Acquisition A literature search on PubMed and on Cochrane database websites to retrieve English-written systematic reviews, review articles, meta-analyses, and randomized clinical trials published from August 2013 up to July 2018 was carried out. Results Twenty papers (19 retrospective and 1 prospective studies) conducted with different conventional imaging modalities were included. Discussion The integration of quantitative information with clinical, histological, and genomic data could enable clinicians to provide personalized treatments for breast cancer patients. Current limitations of a routinely application of radiomics are represented by the limited knowledge of its basics concepts among radiologists and by the lack of efficient and standardized systems of feature extraction and data sharing.

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Our data confirm the value of sonography for the diagnosis of breast carcinoma in the preclinical phase and the efficacy of ultrasound sampling using a mammotome device to confirm the diagnosis in impalpable breast lesions.

Stereotactic VCBB performed using a standard add-on device with the patient in an upright seated position and analog technology is feasible in about 80% of cases, has a low complication rate, is not significantly time-consuming, and can offer the same accuracy as dedicated prone equipment.

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We present the case of a 62 year-old woman who was admitted to our institute of radiological sciences for a breast mass developed in the last few months. The final diagnosis was primary breast chondrosarcoma and the surgical treatment performed, based on imaging and pathological findings, was the mastectomy.

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