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Locally advanced breast cancer (LABC) is common in countries where organized screening is not effective. Although neoadjuvant therapy increases resectability, many patients undergo mastectomy and, in some cases, flaps are necessary for primary closure of the chest wall. Despite a worse prognosis, some of these women will achieve long-term survival and may require breast reconstruction.

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The latest data from the NATALEE trial showed the absolute 3-year invasive disease-free survival benefit was 4.9% between the experimental and control groups. That is to say, in the intermediate-risk hormone receptor positive/human epidermal growth factor receptor-2 negative subgroup, there are also some patients with primary resistance to ribociclib.

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Objective: Early predicting response before neoadjuvant chemotherapy (NAC) is crucial for personalized treatment plans for locally advanced breast cancer patients. We aim to develop a multi-task model using multiscale whole slide images (WSIs) features to predict the response to breast cancer NAC more finely.

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Background: The surgical management of breast cancer involves either modified radical mastectomy or a conservative approach. Breast-conserving surgery is the preferred surgical treatment for early breast cancer in developed countries, while mastectomy is still more favoured by most centres in developing countries.

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Introduction: Breast cancer is among the most prevalent cancers in women globally, with patients' survival adversely impacted by Ki67 expression and triple-negative phenotypes. In this study, we examined the relationship between HER2/neu, triple-negative, and Ki67 phenotypes and tumor aggressiveness along with the survival of breast cancer patients from India.

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