Titlebook: Social Network-Based Recommender Systems; Daniel Schall Book 2015 Springer International Publishing Switzerland 2015 Follow recommendation

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Overview Social Recommender Systems,This chapter gives an introduction to social network-based recommender systems. The main recommendation techniques as presented in this book including link prediction, follow recommendation, partner recommendation using reputation evaluation, and social broker recommendation are highlighted.

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patients who are clinically node positive (cN+) at presentation, when >2 lymph nodes are removed, along with some other surgical technique modifications reviewed in detail in this chapter. The long-term oncologic outcome following SLNB without axillary lymph node dissection (ALND) for cN+ patients f

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Daniel Schallrior to neoadjuvant systemic therapy is important to establish the nodal status at diagnosis. This was demonstrated by the ACOSOG Z1071, SENTINA, and SN FNAC prospective trials, which paved the way for limiting axillary surgery in the setting of neoadjuvant chemotherapy from standard axillary lymph

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Daniel Schalltion. It discusses the importance of a detailed clinical history and clinical-radiologic-pathologic correlation. Detailed information is included about the laboratory reporting of biomarkers ER, PR, HER2, and Ki-67, a proliferation marker. Methods for assessment of response to neoadjuvant therapy, i

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Daniel Schalldditional functional imaging techniques such as contrast enhancement mammography (CEM/CEDM) and molecular breast imaging (MBI) have emerging evidence showing efficacy and sensitivity similar to MRI in the preoperative and neoadjuvant settings but implementation remains limited and continued research

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